{"id":6624,"date":"2025-08-20T13:55:20","date_gmt":"2025-08-20T13:55:20","guid":{"rendered":"https:\/\/acsrpl.com\/?page_id=6624"},"modified":"2025-09-12T09:02:30","modified_gmt":"2025-09-12T09:02:30","slug":"acs-rpl-for-data-scientist-anzsco-224115","status":"publish","type":"page","link":"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/","title":{"rendered":"\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115"},"content":{"rendered":"<p>[vc_row css=&#8221;.vc_custom_1755190841812{border-bottom-width: 1px !important;padding-top: 40px !important;padding-bottom: 40px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221; responsive_css=&#8221;padding_top_large:60px|padding_bottom_large:60px&#8221;][vc_column ca_init_scale_z=&#8221;1&#8243; ca_an_scale_z=&#8221;1&#8243; offset=&#8221;vc_col-md-12&#8243;]<style>.ld_fancy_heading_69eb96a43a90a h1 {font-size:36px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a43a90a h1 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a43a90a h1 {font-size:80px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a43a90a h1 {font-size:80px; }  } .ld_fancy_heading_69eb96a43a90a h1 {line-height:1.3em; } .ld_fancy_heading_69eb96a43a90a h1 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43a90a h1 {margin-bottom:0.25em !important;  } .ld_fancy_heading_69eb96a43a90a .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a43a90a h1 {font-size:36px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a43a90a h1 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a43a90a h1 {font-size:80px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a43a90a h1 {font-size:80px; }  } .ld_fancy_heading_69eb96a43a90a h1 {line-height:1.3em; } .ld_fancy_heading_69eb96a43a90a h1 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43a90a h1 {margin-bottom:0.25em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43a90a\">\n\t<h1 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115<\/h1><\/div><style>.ld_fancy_heading_69eb96a43abfe p {font-size:18px; } .ld_fancy_heading_69eb96a43abfe p {line-height:1.315em; } .ld_fancy_heading_69eb96a43abfe p {--element-line-height:1.315em; } .ld_fancy_heading_69eb96a43abfe p {margin-bottom:1.75em !important;  } .ld_fancy_heading_69eb96a43abfe .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a43abfe p {font-size:18px; } .ld_fancy_heading_69eb96a43abfe p {line-height:1.315em; } .ld_fancy_heading_69eb96a43abfe p {--element-line-height:1.315em; } .ld_fancy_heading_69eb96a43abfe p {margin-bottom:1.75em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43abfe\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u064a\u0642\u0648\u0645 Data Scientist \u0628\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0631\u0624\u0649 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0647\u0648 \u0645\u062d\u0631\u0643 \u0644\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0646\u0648\u064a \u0627\u0644\u0647\u062c\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u064a\u0629 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627\u060c \u0641\u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0627\u0645\u062a\u0644\u0627\u0643 \u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u064a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0627\u062e\u062a\u0635\u0627\u0635 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062f\u064a\u0643. \u064a\u0642\u0648\u0645 \u0641\u0631\u064a\u0642\u0646\u0627 \u0627\u0644\u0645\u062a\u062e\u0635\u0635 \u0628\u0625\u0639\u062f\u0627\u062f \u062a\u0642\u0627\u0631\u064a\u0631 RPL \u0644\u0640 Data Scientist \u2014 \u0645\u0639 \u0625\u0628\u0631\u0627\u0632 \u062a\u0642\u0646\u064a\u0627\u062a\u0643\u060c \u0648\u0623\u0633\u0627\u0644\u064a\u0628\u0643 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629\u060c \u0648\u062a\u0623\u062b\u064a\u0631\u0627\u062a\u0643 \u0644\u062a\u0639\u0638\u064a\u0645 \u0646\u062a\u0627\u0626\u062c \u062a\u0642\u064a\u064a\u0645 ACS \u0648\u0641\u0631\u0635 \u0627\u0644\u0647\u062c\u0631\u0629.<\/p><\/div><style>.ld_button_69eb96a43aeb8:hover{color:rgb(193, 207, 131);}<\/style><a href=\"\/ar\/pricing\" class=\"btn btn-default btn-xsm round btn-bordered border-thin btn-has-label ld_button_69eb96a43aeb8\" >\n\t<span>\n\t\n\t\t\t\t\t<span class=\"btn-txt\" data-text=\"\u0637\u0644\u0628 RPL \u0644\u0640 ANZSCO 224115\" >\u0637\u0644\u0628 RPL \u0644\u0640 ANZSCO 224115<\/span>\n\t\t\n\t\t\t\t\t<\/span>\n<\/a>\n[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668445212{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771542177{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a43c5cf h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a43c5cf h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a43c5cf h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a43c5cf h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a43c5cf h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a43c5cf h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43c5cf h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a43c5cf .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a43c5cf h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a43c5cf h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a43c5cf h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a43c5cf h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a43c5cf h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a43c5cf h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43c5cf h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43c5cf\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0645\u0627\u0630\u0627 \u064a\u0641\u0639\u0644 Data Scientist\u061f<\/h2><\/div><style>.ld_fancy_heading_69eb96a43dd31 p {margin-bottom:1.75em !important;  } .ld_fancy_heading_69eb96a43dd31 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a43dd31 p {margin-bottom:1.75em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43dd31\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u064a\u0642\u0648\u0645 Data Scientist \u0628\u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0646\u0641\u064a\u0630 \u0648\u062a\u062d\u0633\u064a\u0646 \u062d\u0644\u0648\u0644 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062d\u0644 \u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0648\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0628\u0635\u0631\u064a\u060c \u064a\u0633\u062a\u062e\u0644\u0635 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0648\u0645\u062a\u0646\u0648\u0639\u0629. \u064a\u0624\u062f\u064a Data Scientist \u0623\u062f\u0648\u0627\u0631\u0627\u064b \u062d\u064a\u0648\u064a\u0629 \u0639\u0628\u0631 \u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u2014\u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0627\u0644\u0635\u062d\u0629\u060c \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0627\u0644\u062d\u0643\u0648\u0645\u0629\u060c \u0648\u063a\u064a\u0631 \u0630\u0644\u0643.<\/p><\/div><style>.ld_fancy_heading_69eb96a43ec6d h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a43ec6d h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43ec6d h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a43ec6d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a43ec6d h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a43ec6d h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43ec6d h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43ec6d\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3><\/div><style>.ld_fancy_heading_69eb96a43f4bd .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43f4bd\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u062c\u0645\u0639\u060c \u062a\u0646\u0638\u064a\u0641\u060c \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/li>\n<li>\u062a\u0635\u0645\u064a\u0645\u060c \u062a\u0642\u064a\u064a\u0645\u060c \u0648\u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629<\/li>\n<li>\u0646\u0642\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0628\u0631 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631\u060c \u0648\u0633\u0631\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n<li>\u0623\u062a\u0645\u062a\u0629 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 ETL \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u0636\u0645\u0627\u0646 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0646\u0633\u0627\u062e \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639<\/li>\n<li>\u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u0648\u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629<\/li>\n<li>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u064a\u0646 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646 \u0644\u062a\u062d\u062f\u064a\u062f \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n<li>\u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c (API\u0647\u0627\u060c \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0627\u0641\u0629)<\/li>\n<li>\u0636\u0645\u0627\u0646 \u0623\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a (GDPR\u060c HIPAA\u060c PCI DSS)<\/li>\n<li>\u0635\u064a\u0627\u0646\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0625\u0639\u0627\u062f\u0629 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0628\u0631 \u062f\u0648\u0631\u0627\u062a \u062d\u064a\u0627\u0629 MLOps<\/li>\n<\/ul>\n<p><\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668431074{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771571356{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a43f81b h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a43f81b h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a43f81b h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a43f81b h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a43f81b h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a43f81b h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43f81b h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a43f81b .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a43f81b h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a43f81b h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a43f81b h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a43f81b h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a43f81b h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a43f81b h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43f81b h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43f81b\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0640 Data Scientist<\/h2><\/div><style>.ld_fancy_heading_69eb96a43fa98 p {margin-bottom:1.75em !important;  } .ld_fancy_heading_69eb96a43fa98 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a43fa98 p {margin-bottom:1.75em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43fa98\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u064a\u062c\u0628 \u0623\u0646 \u064a\u0648\u0636\u062d RPL \u0646\u0627\u062c\u062d \u0644\u0640 Data Scientist \u0628\u0648\u0636\u0648\u062d \u062e\u0628\u0631\u062a\u0643 \u0641\u064a \u0627\u0644\u0644\u063a\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u0637\u0631\u060c \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629.<\/p><\/div><style>.ld_fancy_heading_69eb96a43fd0d h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a43fd0d h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43fd0d h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a43fd0d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a43fd0d h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a43fd0d h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a43fd0d h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43fd0d\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a43ff94 p{color:rgb(255, 255, 255);}.ld_fancy_heading_69eb96a43ff94 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a43ff94\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>Python:<\/strong> pandas\u060c numpy\u060c scipy\u060c scikit-learn\u060c matplotlib\u060c seaborn\u060c joblib\u060c xgboost\u060c lightgbm\u060c pycaret\u060c Jupyter<\/li>\n<li><strong>R:<\/strong> ggplot2\u060c dplyr\u060c caret\u060c lubridate\u060c shiny\u060c plotly\u060c forecast<\/li>\n<li><strong>SQL\/NOSQL:<\/strong> PostgreSQL\u060c MySQL\u060c Oracle\u060c MS SQL Server\u060c MongoDB\u060c Cassandra\u060c Redis\u060c SQLite<\/li>\n<li><strong>\u0623\u062e\u0631\u0649:<\/strong> Scala (Spark)\u060c Java\u060c Julia\u060c Matlab\u060c SAS\u060c Bash\u060c PowerShell<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a440280 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a440280 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a440280 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a440280 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a440280 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a440280 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a440280 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a440280\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/h3><\/div><style>.ld_fancy_heading_69eb96a4404b0 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4404b0\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0627\u0644\u0623\u0637\u0631:<\/strong> scikit-learn\u060c TensorFlow\u060c PyTorch\u060c Keras\u060c XGBoost\u060c LightGBM\u060c CatBoost\u060c H2O.ai\u060c Theano\u060c MXNet\u060c FastAI<\/li>\n<li><strong>AutoML:<\/strong> H2O Driverless AI\u060c DataRobot\u060c Azure AutoML\u060c Google AutoML<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a44071d h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a44071d h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a44071d h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a44071d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a44071d h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a44071d h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a44071d h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a44071d\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a440933 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a440933\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629:<\/strong> Spark (PySpark\u060c SparkR\u060c Spark SQL)\u060c Hadoop (HDFS\u060c MapReduce\u060c Hive\u060c Pig)\u060c Databricks\u060c AWS EMR<\/li>\n<li><strong>\u062a\u0646\u0633\u064a\u0642 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628:<\/strong> Apache Airflow\u060c Luigi\u060c Prefect\u060c AWS Glue\u060c Azure Data Factory\u060c SSIS\u060c dbt<\/li>\n<li><strong>\u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u0633\u0643\u0631\u0628\u062a\u0627\u062a Python\u060c Bash\u060c Cron<\/li>\n<li><strong>\u0623\u062f\u0648\u0627\u062a ETL:<\/strong> Talend\u060c Informatica\u060c NiFi<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a440bb3 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a440bb3 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a440bb3 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a440bb3 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a440bb3 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a440bb3 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a440bb3 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a440bb3\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3><\/div><style>.ld_fancy_heading_69eb96a440db6 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a440db6\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0639\u0644\u0627\u0626\u0642\u064a\u0629:<\/strong> MySQL\u060c PostgreSQL\u060c SQL Server\u060c Oracle\u060c MariaDB\u060c Google BigQuery\u060c AWS Redshift\u060c Snowflake<\/li>\n<li><strong>NoSQL:<\/strong> MongoDB\u060c Cassandra\u060c Couchbase\u060c DynamoDB\u060c Neo4j\u060c Firebase\u060c Elasticsearch<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a441089 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a441089 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a441089 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a441089 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a441089 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a441089 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a441089 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a441089\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0648 DevOps \u0648\u0627\u0644\u0646\u0634\u0631<\/h3><\/div><style>.ld_fancy_heading_69eb96a4412c3 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4412c3\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>AWS:<\/strong> S3\u060c Redshift\u060c Athena\u060c SageMaker\u060c Glue\u060c Lambda\u060c Kinesis\u060c Quicksight\u060c Aurora\u060c EMR<\/li>\n<li><strong>Azure:<\/strong> Blob Storage\u060c Synapse Analytics\u060c Azure ML\u060c Data Factory\u060c Cosmos DB\u060c Databricks<\/li>\n<li><strong>Google Cloud:<\/strong> BigQuery\u060c Dataflow\u060c AI Platform\u060c Vertex AI\u060c Firestore<\/li>\n<li><strong>\u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0648\u0627\u0644\u062a\u0646\u0633\u064a\u0642:<\/strong> Docker\u060c Kubernetes\u060c AWS ECS\/EKS\u060c Azure AKS\u060c GCP GKE<\/li>\n<li><strong>DevOps\/MLOps:<\/strong> Jenkins\u060c GitLab CI\/CD\u060c MLflow\u060c Kubeflow\u060c DVC\u060c Seldon\u060c Weights &amp; Biases\u060c Neptune\u060c Airflow CI<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a44154b h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a44154b h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a44154b h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a44154b .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a44154b h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a44154b h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a44154b h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a44154b\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/h3><\/div><style>.ld_fancy_heading_69eb96a441755 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a441755\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0645\u0643\u062a\u0628\u0627\u062a Python\/R:<\/strong> matplotlib\u060c seaborn\u060c plotly\u060c bokeh\u060c Altair\u060c GGplot2\u060c shiny\u060c Dash<\/li>\n<li><strong>\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\/BI:<\/strong> Tableau\u060c Power BI\u060c Looker\u060c Qlik Sense\u060c Superset\u060c Google Data Studio\u060c Redash\u060c D3.js<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a441997 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a441997 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a441997 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a441997 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a441997 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a441997 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a441997 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a441997\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u0643\u0627\u0645\u0644 API<\/h3><\/div><style>.ld_fancy_heading_69eb96a441baf .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a441baf\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0623\u0637\u0631 API\/\u0627\u0644\u0648\u064a\u0628:<\/strong> Flask\u060c FastAPI\u060c Django\u060c Plumber (R)\u060c REST\u060c GraphQL<\/li>\n<li><strong>\u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c:<\/strong> TensorFlow Serving\u060c TorchServe\u060c MLflow Models\u060c BentoML\u060c ONNX\u060c Seldon\u060c AWS Lambda<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a441de5 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a441de5 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a441de5 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a441de5 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a441de5 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a441de5 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a441de5 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a441de5\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u062c\u0627\u0631\u0628\u060c \u0627\u0644\u062a\u062d\u0643\u0645 \u0628\u0627\u0644\u0646\u0633\u062e \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a44202a .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a44202a\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a:<\/strong> Git\u060c GitHub\u060c Bitbucket\u060c GitLab\u060c DVC<\/li>\n<li><strong>\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u062c\u0627\u0631\u0628:<\/strong> MLflow\u060c Weights &amp; Biases\u060c TensorBoard\u060c Sacred\u060c Comet.ml\u060c Neptune.ai\u060c Data Version Control (DVC)<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a44227f h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a44227f h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a44227f h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a44227f .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a44227f h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a44227f h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a44227f h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a44227f\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3><\/div><style>.ld_fancy_heading_69eb96a442491 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a442491\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0627\u0644\u0623\u0645\u0627\u0646:<\/strong> \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062a\u062c\u0632\u0626\u0629\u060c RBAC\u060c IAM \u0627\u0644\u0633\u062d\u0627\u0628\u064a (AWS\u060c GCP\u060c Azure)\u060c \u0623\u062f\u0648\u0627\u062a \u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n<li><strong>\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644:<\/strong> \u0623\u062f\u0648\u0627\u062a GDPR\u060c \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0627\u062a\u060c \u0627\u0645\u062a\u062b\u0627\u0644 HIPAA\u060c Fairlearn\u060c AIF360\u060c What-If Tool<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a4426e8 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a4426e8 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4426e8 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a4426e8 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a4426e8 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a4426e8 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4426e8 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4426e8\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u060c \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0627\u0644\u062a\u0648\u062b\u064a\u0642<\/h3><\/div><style>.ld_fancy_heading_69eb96a4428ef .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4428ef\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0627\u0644\u062a\u0639\u0627\u0648\u0646:<\/strong> Jira\u060c Confluence\u060c Trello\u060c Notion\u060c Slack\u060c MS Teams\u060c Zoom\u060c Miro<\/li>\n<li><strong>\u0627\u0644\u062a\u0648\u062b\u064a\u0642:<\/strong> Jupyter\u060c RMarkdown\u060c Sphinx\u060c MkDocs\u060c Swagger\/OpenAPI\u060c \u0627\u0644\u0642\u0648\u0627\u0645\u064a\u0633 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629<\/li>\n<\/ul>\n<p><\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668416642{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771594754{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a442b34 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a442b34 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a442b34 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a442b34 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a442b34 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a442b34 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a442b34 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a442b34 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a442b34 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a442b34 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a442b34 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a442b34 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a442b34 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a442b34 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a442b34 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a442b34\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0643\u064a\u0641 \u0646\u0643\u062a\u0628 RPL \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u0640 Data Scientist<\/h2><\/div><style>.ld_spacer_69eb96a442cad{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69eb96a442cad\"><\/div><style>.ld_fancy_heading_69eb96a442e37 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a442e37 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a442e37 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a442e37 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a442e37 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a442e37 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a442e37 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a442e37\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062e\u0637\u0648\u0629 1: \u062a\u062d\u0644\u064a\u0644 \u0645\u0639\u0645\u0642 \u0644\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0648\u0645\u062d\u0641\u0638\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639<\/h3><\/div><style>.ld_fancy_heading_69eb96a443038 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a443038\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0646\u0628\u062f\u0623 \u0628\u0637\u0644\u0628 \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0648\u0627\u0644\u0645\u062d\u062f\u0651\u062b\u0629 \u0648\u0645\u0644\u062e\u0635\u0627\u062a \u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u064a\u062d\u0644\u0644 \u0643\u064f\u062a\u0627\u0628\u0646\u0627 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0648\u0646 \u0645\u0634\u0627\u0631\u064a\u0639\u0643\u060c \u0648\u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a\u0643\u060c \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u0648\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u0646\u062e\u062a\u0627\u0631 \u0623\u0642\u0648\u0649 \u0642\u0635\u0635\u0643 \u0644\u0645\u0648\u0627\u0621\u0645\u062a\u0647\u0627 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a ACS \u0648ANZSCO 224115.<\/p><\/div><style>.ld_fancy_heading_69eb96a443243 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a443243 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a443243 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a443243 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a443243 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a443243 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a443243 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a443243\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062e\u0637\u0648\u0629 2: \u0645\u0648\u0627\u0621\u0645\u0629 \u062e\u0628\u0631\u062a\u0643 \u0645\u0639 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0640 ACS<\/h3><\/div><style>.ld_fancy_heading_69eb96a443446 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a443446\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0646\u0642\u0648\u0645 \u0628\u0645\u0648\u0627\u0621\u0645\u0629 \u0633\u062c\u0644\u0643 \u0645\u0639 \u0645\u0639\u0627\u0631\u0641 ICT \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a ACS \u0648\u0645\u0647\u0627\u0631\u0627\u062a Data Scientist \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0628\u062f\u0642\u0629:<\/p>\n<ul>\n<li>\u0627\u0642\u062a\u0646\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062a\u0646\u0638\u064a\u0641\u060c \u0648\u0647\u0646\u062f\u0633\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628<\/li>\n<li>\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/li>\n<li>\u062a\u0635\u0645\u064a\u0645\u060c \u0636\u0628\u0637\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/li>\n<li>\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0641\u064a \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/li>\n<li>\u0646\u0634\u0631\u060c \u0645\u0631\u0627\u0642\u0628\u0629\u060c \u0648\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c (MLOps)<\/li>\n<li>\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0623\u0645\u0627\u0646\u060c \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a<\/li>\n<li>\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a\u060c \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062c\u0645\u0627\u0639\u064a\u060c \u0648\u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a4436aa h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a4436aa h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4436aa h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a4436aa .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a4436aa h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a4436aa h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4436aa h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4436aa\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062e\u0637\u0648\u0629 3: \u0625\u0628\u0631\u0627\u0632 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a4438a2 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4438a2\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0633\u064a\u064f\u0641\u0635\u0651\u0644 RPL \u062e\u0628\u0631\u062a\u0643 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0639\u0628\u0631 \u0645\u0634\u0647\u062f \u062a\u0642\u0646\u064a\u0627\u062a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u2014\u0627\u0644\u0644\u063a\u0627\u062a\u060c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628\/ETL\u060c BI\u060c \u0645\u0643\u062a\u0628\u0627\u062a ML\/DL\u060c DevOps \u0644\u0640 ML\u060c \u0627\u0644\u062a\u0648\u062b\u064a\u0642\u060c \u0648\u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0627\u062c. \u0646\u064f\u0638\u0647\u0631 \u0627\u0644\u0639\u0645\u0642 \u0648\u0627\u0644\u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u0639\u0627\u064b.<\/p><\/div><style>.ld_fancy_heading_69eb96a443a92 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a443a92 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a443a92 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a443a92 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a443a92 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a443a92 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a443a92 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a443a92\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062e\u0637\u0648\u0629 4: \u0643\u062a\u0627\u0628\u0629 \u062a\u0642\u0627\u0631\u064a\u0631 \u0645\u0634\u0627\u0631\u064a\u0639 ACS \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644<\/h3><\/div><style>.ld_fancy_heading_69eb96a443c8f .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a443c8f\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0646\u062e\u062a\u0627\u0631 \u0648\u0646\u0643\u062a\u0628 \u062d\u0644\u0642\u062a\u064a\u0646 \u0648\u0638\u064a\u0641\u064a\u062a\u064a\u0646 \u0645\u0646 \u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062a\u0643\u0648\u0646\u0627 \u0642\u0644\u0628 RPL. \u0644\u0643\u0644 \u0645\u0646\u0647\u0645\u0627:<\/p>\n<ul>\n<li>\u0646\u062d\u062f\u062f \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0623\u0648 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0623\u0648 \u0627\u0644\u0628\u062d\u062b\u064a (\u0645\u062b\u0644\u0627\u064b \u00ab\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0644\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u00bb\u060c \u00ab\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0644\u0645\u0646\u0635\u0629 \u0635\u062d\u064a\u0629\u00bb)<\/li>\n<li>\u0646\u0648\u062b\u0642 \u062f\u0648\u0631\u0643 \u0645\u0646 \u0627\u0642\u062a\u0646\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u064a<\/li>\n<li>\u0646\u0634\u0631\u062d \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629: \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0646\u0635\u064a\u0629 (Python\u060c SQL)\u060c \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0627\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u0628\u0646\u0627\u0621 \u0627\u0644\u0644\u0648\u062d\u0627\u062a (Power BI\u060c Tableau)\u060c \u0648\u0627\u0644\u0646\u0634\u0631<\/li>\n<li>\u0646\u0648\u0636\u062d \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0645\u0646 \u0627\u0644\u0637\u0631\u0641 \u0625\u0644\u0649 \u0627\u0644\u0637\u0631\u0641: \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062a\u0646\u0638\u064a\u0641\u060c \u0627\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u0627\u0644\u062a\u062d\u0642\u0642\u060c \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631\u060c \u0648\u0627\u0644\u0646\u0634\u0631<\/li>\n<li>\u0646\u0628\u0631\u0632 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0648\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629: &#8220;\u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u0629 \u0627\u0644\u062a\u0646\u0628\u0624 \u0645\u0646 80% \u0625\u0644\u0649 98%&#8221;\u060c &#8220;\u0625\u062a\u0627\u062d\u0629 \u062a\u0646\u0628\u064a\u0647 \u0645\u062e\u0627\u0637\u0631 \u0644\u062d\u0638\u064a \u0644\u0640 500,000 \u0639\u0645\u064a\u0644&#8221;\u060c &#8220;\u062e\u0641\u0636 40\u066a \u0645\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629&#8221;<\/li>\n<li>\u0627\u0644\u0645\u0648\u0627\u0621\u0645\u0629 \u0645\u0639 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629\u060c \u0648\u0631\u0634 \u0627\u0644\u0639\u0645\u0644\u060c \u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0623\u0648 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a<\/li>\n<\/ul>\n<p>\u0643\u0644 \u062d\u0644\u0642\u0629 \u0645\u0643\u062a\u0648\u0628\u0629 \u062e\u0635\u064a\u0635\u0627\u064b \u0648\u0645\u064f\u0648\u0627\u0626\u0645\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a ACS\/ANZSCO 224115 \u0644\u062a\u0639\u0638\u064a\u0645 \u0646\u062c\u0627\u062d \u0647\u062c\u0631\u062a\u0643.<\/p><\/div><style>.ld_fancy_heading_69eb96a443f2e h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a443f2e h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a443f2e h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a443f2e .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a443f2e h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a443f2e h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a443f2e h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a443f2e\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062e\u0637\u0648\u0629 5: \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a\u060c \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u060c \u0648\u0627\u0644\u062a\u0623\u062b\u064a\u0631<\/h3><\/div><style>.ld_fancy_heading_69eb96a44413d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a44413d\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062a\u064f\u0642\u062f\u0651\u0631 ACS \u0627\u0644\u0625\u0646\u062c\u0627\u0632\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u0647\u062a\u0645 \u0623\u064a\u0636\u0627\u064b \u0628\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062c\u0645\u0627\u0639\u064a\u060c \u0627\u0644\u062a\u0623\u062b\u064a\u0631\u060c \u0627\u0644\u062a\u0648\u062b\u064a\u0642\u060c \u0648\u0631\u0641\u0639 \u0627\u0644\u062b\u0642\u0627\u0641\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u064a\u0629. \u0646\u064f\u0628\u0631\u0632 \u0627\u0644\u062f\u0641\u0627\u062a\u0631\u060c \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0644\u0648\u062d\u0627\u062a\u060c \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f\u062a\u0647\u0627 \u0623\u0648 \u0634\u0627\u0631\u0643\u062a \u0641\u064a\u0647\u0627.<\/p><\/div><style>.ld_fancy_heading_69eb96a444342 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a444342 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a444342 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a444342 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a444342 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a444342 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a444342 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a444342\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062e\u0637\u0648\u0629 6: \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0640 ACS\u060c \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a\u060c \u0648\u0641\u062d\u0635 \u0627\u0644\u0627\u0646\u062a\u062d\u0627\u0644<\/h3><\/div><style>.ld_fancy_heading_69eb96a444536 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a444536\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0643\u0644 RPL \u0645\u0636\u0645\u0648\u0646 \u0623\u0635\u064a\u0644\u060c \u0645\u0643\u062a\u0648\u0628 \u062e\u0635\u064a\u0635\u0627\u064b \u0644\u0643\u060c \u0648\u0645\u0641\u062d\u0648\u0635 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0627\u0646\u062a\u062d\u0627\u0644 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0635\u0627\u0631\u0645 \u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0646\u0632\u0627\u0647\u0629\/\u0627\u0644\u0623\u062e\u0644\u0627\u0642 \u0644\u062f\u0649 ACS.<\/p><\/div><style>.ld_fancy_heading_69eb96a444758 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a444758 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a444758 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a444758 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a444758 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a444758 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a444758 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a444758\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u062e\u0637\u0648\u0629 7: \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629\u060c \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629\u060c \u0648\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a44495a .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a44495a\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062a\u0639\u0644\u064a\u0642\u0627\u062a\u0643 \u0647\u064a \u0645\u062d\u0631\u0651\u0643 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629\u2014\u0627\u0637\u0644\u0628 \u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0648\u062a\u0648\u0636\u064a\u062d\u0627\u062a \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f\u0629. \u0644\u0627 \u0646\u064f\u0646\u062c\u0632 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u062d\u062a\u0649 \u064a\u062a\u0648\u0627\u0641\u0642 RPL \u062a\u0645\u0627\u0645\u0627\u064b \u0645\u0639 \u062e\u0628\u0631\u062a\u0643 \u0648\u0645\u0639\u0627\u064a\u064a\u0631 ACS \u0648\u0627\u0644\u0647\u062c\u0631\u0629.<\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668402153{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771617439{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a444b47 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a444b47 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a444b47 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a444b47 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a444b47 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a444b47 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a444b47 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a444b47 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a444b47 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a444b47 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a444b47 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a444b47 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a444b47 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a444b47 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a444b47 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a444b47\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0623\u0645\u062b\u0644\u0629 \u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u0634\u0627\u0631\u064a\u0639 ACS \u0644\u0640 Data Scientist<\/h2><\/div><style>.ld_spacer_69eb96a444ca3{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69eb96a444ca3\"><\/div><style>.ld_fancy_heading_69eb96a444e1a h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a444e1a h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a444e1a h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a444e1a .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a444e1a h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a444e1a h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a444e1a h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a444e1a\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u0645\u0634\u0631\u0648\u0639 1: \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u062a\u0633\u0631\u0628 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a<\/h3><\/div><style>.ld_fancy_heading_69eb96a44500b .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a44500b\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u062a\u0646\u0638\u064a\u0641 \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0648CRM \u0648\u0625\u062d\u0635\u0627\u0621\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python\u060c pandas \u0648SQL.<\/li>\n<li>\u0628\u0646\u0627\u0621 \u0648\u0636\u0628\u0637 \u0648\u062a\u062c\u0645\u064a\u0639 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (scikit-learn\u060c XGBoost) \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u0633\u0631\u0628.<\/li>\n<li>\u0623\u062a\u0645\u062a\u0629 ETL \u0639\u0628\u0631 Airflow \u0648\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 DVC.<\/li>\n<li>\u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0643\u0640 REST API (Flask) \u0648\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0631\u0624\u0649 \u0641\u064a Power BI.<\/li>\n<li>\u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u0627\u0646\u062e\u0641\u0636 \u062a\u0633\u0631\u0628 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0646\u0633\u0628\u0629 14% \u0648\u062a\u062d\u0633\u0651\u0646 \u0639\u0627\u0626\u062f \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0644\u062d\u0645\u0644\u0627\u062a \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638.<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a445289 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a445289 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a445289 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a445289 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a445289 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a445289 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a445289 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a445289\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u0645\u0634\u0631\u0648\u0639 2: \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0644\u0633\u0644\u0633\u0644\u0629 \u062a\u062c\u0632\u0626\u0629 \u0648\u0637\u0646\u064a\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a445496 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a445496\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u062a\u062c\u0645\u064a\u0639 \u0628\u064a\u0627\u0646\u0627\u062a POS\u060c \u0627\u0644\u0645\u062e\u0632\u0648\u0646\u060c \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0644\u064a\u0629 \u0639\u0628\u0631 \u0623\u0643\u062b\u0631 \u0645\u0646 1,000 \u0645\u062a\u062c\u0631.<\/li>\n<li>\u0628\u0646\u0627\u0621 \u0634\u0628\u0643\u0629 \u0639\u0635\u0628\u064a\u0629 LSTM \u0648\u0646\u0645\u0627\u0630\u062c \u0633\u0644\u0627\u0633\u0644 \u0632\u0645\u0646\u064a\u0629 ARIMA (TensorFlow\u060c statsmodels).<\/li>\n<li>\u062a\u062d\u0632\u064a\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Docker \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0639\u0628\u0631 MLflow.<\/li>\n<li>\u062a\u0633\u0644\u064a\u0645 \u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0641\u064a Tableau \u0648\u062a\u0642\u062f\u064a\u0645 \u062a\u0642\u0627\u0631\u064a\u0631 \u062a\u0646\u0628\u0624\u064a\u0629 \u0634\u0647\u0631\u064a\u0629 \u0645\u0624\u062a\u0645\u062a\u0629 \u0625\u0644\u0649 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0646\u0627\u0637\u0642.<\/li>\n<li>\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a\u060c \u0648\u062a\u0648\u062b\u064a\u0642 \u062e\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0644\u0644\u062a\u0633\u0644\u064a\u0645.<\/li>\n<\/ul>\n<ul>\n<li>\u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u0627\u0646\u062e\u0641\u0636 \u0641\u0627\u0626\u0636 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0628\u0646\u0633\u0628\u0629 23%\u060c \u0627\u0646\u062e\u0641\u0636 \u0646\u0642\u0635 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0625\u0644\u0649 \u0627\u0644\u0646\u0635\u0641\u060c \u0648\u062a\u0633\u0627\u0631\u0639\u062a \u0648\u062a\u064a\u0631\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0625\u062f\u0627\u0631\u064a.<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a445710 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a445710 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a445710 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a445710 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a445710 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a445710 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a445710 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a445710\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u0645\u0634\u0631\u0648\u0639 3: \u0646\u0638\u0627\u0645 \u0622\u0644\u064a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0641\u064a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a445942 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a445942\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u062a\u0643\u0627\u0645\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0648\u0627\u0644\u062d\u0633\u0627\u0628 \u0648\u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u062a\u0639\u0631\u064a\u0641\u064a \u0644\u0644\u0639\u0645\u064a\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Spark \u0639\u0644\u0649 AWS EMR \u0648S3.<\/li>\n<li>\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0643\u0634\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u063a\u064a\u0631 \u0627\u0644\u0645\u064f\u0634\u0631\u0641\u0629 (Isolation Forest\u060c Autoencoders) \u0641\u064a Python.<\/li>\n<li>\u0646\u0634\u0631 \u0645\u062d\u0631\u0643 \u062a\u0642\u064a\u064a\u0645 \u0644\u062d\u0638\u064a \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0648\u0633\u0639 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Kafka\u060c Docker \u0648\u0648\u0627\u062c\u0647\u0627\u062a Flask.<\/li>\n<li>\u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u062e\u0637\u0623 \u0648\u0625\u0639\u0627\u062f\u0629 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0634\u0647\u0631\u064a\u0627\u064b\u060c \u0648\u062a\u0646\u0641\u064a\u0630 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u0641\u0633\u064a\u0631\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 SHAP \u0648LIME.<\/li>\n<li>\u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u0627\u0646\u062e\u0641\u0627\u0636 \u0623\u062d\u062f\u0627\u062b \u0627\u0644\u062e\u0633\u0627\u0626\u0631 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 33% \u0648\u0625\u062a\u0627\u062d\u0629 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629.<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a445ba8 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a445ba8 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a445ba8 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a445ba8 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a445ba8 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a445ba8 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a445ba8 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a445ba8\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u0645\u0634\u0631\u0648\u0639 4: \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0623\u0645\u064a\u0646<\/h3><\/div><style>.ld_fancy_heading_69eb96a445de3 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a445de3\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u062a\u0635\u0645\u064a\u0645 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 NLP \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 spaCy \u0648\u0645\u062d\u0648\u0651\u0644\u0627\u062a HuggingFace \u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u0627\u064b \u0648\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a.<\/li>\n<li>\u062a\u0646\u0641\u064a\u0630 OCR \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0628\u0646\u0627\u0621 \u0645\u0635\u0646\u0641\u0627\u062a \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 BERT\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062f\u0642\u0629 \u0639\u0628\u0631 MLflow.<\/li>\n<li>\u0646\u0634\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0648\u0646\u0635\u0648\u0635 NLP \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 Confluence \u0644\u0644\u0634\u0631\u0643\u0629\u061b \u062a\u062f\u0631\u064a\u0628 \u0641\u0631\u0642 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0639\u0628\u0631 \u0648\u0631\u0634 \u0639\u0645\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/li>\n<li>\u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u0627\u0646\u062e\u0641\u0636 \u0648\u0642\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0645\u0646 \u0639\u062f\u0629 \u0623\u064a\u0627\u0645 \u0625\u0644\u0649 \u0628\u0636\u0639 \u062f\u0642\u0627\u0626\u0642\u060c \u0627\u0646\u062e\u0641\u0636 \u0645\u0639\u062f\u0644 \u0627\u0644\u062e\u0637\u0623 \u0625\u0644\u0649 \u0627\u0644\u0646\u0635\u0641\u060c \u0648\u062a\u062d\u0633\u0646\u062a \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0644\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a446028 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a446028 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a446028 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a446028 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a446028 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a446028 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a446028 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a446028\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0644\u0645\u0634\u0631\u0648\u0639 5: \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062a\u0646\u0628\u0624\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u062d\u0629 \u0645\u0639 \u0627\u0645\u062a\u062b\u0627\u0644 \u062a\u0646\u0638\u064a\u0645\u064a<\/h3><\/div><style>.ld_fancy_heading_69eb96a446250 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a446250\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0631\u064a\u0629 (HL7\u060c FHIR) \u0645\u0646 EHRs \u0628\u0627\u0644\u0645\u0633\u062a\u0634\u0641\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0628\u064a\u0629 \u0636\u0645\u0646 \u0645\u0633\u0627\u062d\u0629 \u0639\u0645\u0644 \u0622\u0645\u0646\u0629 \u0641\u064a Azure Synapse.<\/li>\n<li>\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u0648Random Forest \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062e\u0627\u0637\u0631 \u0625\u0639\u0627\u062f\u0629 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u0631\u064a\u0636 (scikit-learn\u060c R).<\/li>\n<li>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u062a\u0641\u0627\u0636\u0644\u064a\u0629 \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0647\u0648\u064a\u0629\u060c \u0645\u0639 \u0641\u062d\u0648\u0635\u0627\u062a \u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0640 HIPAA \u0648GDPR.<\/li>\n<li>\u0646\u0634\u0631 \u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u064a Power BI \u0644\u0644\u0623\u0637\u0628\u0627\u0621 \u0648\u062a\u0648\u0631\u064a\u062f \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0635\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629.<\/li>\n<li>\u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u062a\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0628\u0627\u0642\u064a\u0629 \u0645\u0645\u0643\u0646\u0629\u060c \u062a\u062d\u0633\u0646\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0635\u062d\u064a\u0629\u060c \u0648\u0627\u062c\u062a\u0627\u0632\u062a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0628\u0646\u062c\u0627\u062d \u062a\u0627\u0645.<\/li>\n<\/ul>\n<p><\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668390158{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771648440{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a4464b3 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a4464b3 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a4464b3 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a4464b3 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a4464b3 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a4464b3 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4464b3 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a4464b3 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a4464b3 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a4464b3 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a4464b3 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a4464b3 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a4464b3 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a4464b3 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4464b3 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4464b3\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0640 RPL \u0641\u064e\u0639\u0651\u0627\u0644 \u0644\u0640 Data Scientist<\/h2><\/div><style>.ld_spacer_69eb96a44662e{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69eb96a44662e\"><\/div><style>.ld_fancy_heading_69eb96a446788 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a446788 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a446788 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a446788 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a446788 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a446788 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a446788 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a446788\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u063a\u0637\u0651 \u062f\u0648\u0631\u0629 \u0627\u0644\u062d\u064a\u0627\u0629 \u0643\u0627\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0634\u0631<\/h3><\/div><style>.ld_fancy_heading_69eb96a446983 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a446983\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0648\u062b\u0651\u0642 \u0639\u0645\u0644\u0643 \u0645\u0646 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u060c \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a\u060c \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0625\u0644\u0649 \u0627\u0644\u0646\u0634\u0631\u060c \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a\u060c \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p><\/div><style>.ld_fancy_heading_69eb96a446b7d h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a446b7d h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a446b7d h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a446b7d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a446b7d h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a446b7d h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a446b7d h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a446b7d\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0639\u0631\u0636 \u062d\u0632\u0645\u0629 \u062a\u0642\u0646\u064a\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0648\u062d\u062f\u064a\u062b\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a446d9f .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a446d9f\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0623\u0628\u0631\u0632 Python\u060c R\u060c \u0627\u0644\u0633\u062d\u0627\u0628\u0629 (AWS\/Azure\/GCP)\u060c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c DevOps\u060c MLOps\u060c \u062e\u0637\u0648\u0637 \u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c SQL\/NoSQL \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p><\/div><style>.ld_fancy_heading_69eb96a446f90 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a446f90 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a446f90 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a446f90 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a446f90 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a446f90 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a446f90 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a446f90\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0643\u0645\u0651 \u0623\u062b\u0631\u064e\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0623\u0648 \u0627\u0644\u0628\u062d\u062b\u064a<\/h3><\/div><style>.ld_fancy_heading_69eb96a4471ba .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4471ba\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u062f\u0639\u0645 \u0627\u062f\u0639\u0627\u0621\u0627\u062a\u0643 \u0628\u0645\u0624\u0634\u0631\u0627\u062a \u0648\u0627\u0636\u062d\u0629: \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062f\u0642\u0629\u060c \u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0644\u0641\u0629\/\u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0639\u0627\u0644\u0645 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644\u060c \u062a\u0628\u0646\u0651\u064a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0623\u0648 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629\u060c \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u0648 \u0646\u062c\u0627\u062d\u0627\u062a \u062a\u0646\u0638\u064a\u0645\u064a\u0629.<\/p><\/div><style>.ld_fancy_heading_69eb96a4473c8 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a4473c8 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4473c8 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a4473c8 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a4473c8 h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a4473c8 h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4473c8 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4473c8\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0642\u062f\u0651\u0645 \u0623\u062f\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0631\u0634\u064a\u0642\u060c \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a\u060c \u0648\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/h3><\/div><style>.ld_fancy_heading_69eb96a4475de .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4475de\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0635\u0641 \u0627\u0644\u0633\u0628\u0631\u064a\u0646\u062a\u0627\u062a\u060c \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0638\u0627\u0626\u0641\u060c \u0627\u0644\u0644\u0648\u062d\u0627\u062a\/\u0633\u0631\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062a\u0648\u062b\u064a\u0642\u060c \u0642\u0627\u0628\u0644\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u062c\u0644\u0633\u0627\u062a \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a.<\/p><\/div><style>.ld_fancy_heading_69eb96a4477db h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a4477db h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4477db h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a4477db .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a4477db h3 {line-height:1.3em; } .ld_fancy_heading_69eb96a4477db h3 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4477db h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4477db\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0648\u062b\u0651\u0642 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a<\/h3><\/div><style>.ld_fancy_heading_69eb96a447a0f .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a447a0f\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0623\u0638\u0647\u0631 \u0645\u0633\u0627\u0647\u0645\u062a\u0643 \u0641\u064a \u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062a\u062d\u064a\u0632\u060c \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\u060c \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0627\u062a\u060c \u0623\u0648 \u0645\u0645\u0627\u0631\u0633\u0627\u062a ML \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062f\u0642\u064a\u0642.<\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668379052{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771666592{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a447c28 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a447c28 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a447c28 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a447c28 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a447c28 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a447c28 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a447c28 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a447c28 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a447c28 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a447c28 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a447c28 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a447c28 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a447c28 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a447c28 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a447c28 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a447c28\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062c\u062f\u0648\u0644 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0640 Data Scientist<\/h2><\/div><style>.ld_fancy_heading_69eb96a447e71 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a447e71\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<table style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\" width=\"487\">\n<thead style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\"><strong>\u0627\u0644\u0645\u062c\u0627\u0644<\/strong><\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\"><strong>\u0623\u0645\u062b\u0644\u0629 \u0644\u0644\u062a\u0642\u0646\u064a\u0627\u062a &amp; \u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\/ETL<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">pandas\u060c Airflow\u060c dbt\u060c Spark\u060c NiFi\u060c Glue\u060c Talend\u060c Informatica<\/td>\n<\/tr>\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u0646\u0645\u0630\u062c\u0629 ML\/DL<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">scikit-learn\u060c TensorFlow\u060c PyTorch\u060c Keras\u060c XGBoost\u060c H2O\u060c FastAI\u060c \u0623\u062f\u0648\u0627\u062a AutoML<\/td>\n<\/tr>\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u0627\u0644\u062a\u0635\u0648\u0631\/BI<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">Tableau\u060c Power BI\u060c matplotlib\u060c seaborn\u060c plotly\u060c Dash\u060c Qlik\u060c Superset\u060c Looker<\/td>\n<\/tr>\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u0627\u0644\u0633\u062d\u0627\u0628\u0629\/\u0627\u0644\u0646\u0634\u0631<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">AWS\u060c GCP\u060c Azure\u060c MLflow\u060c Docker, Kubernetes\u060c Flask\u060c FastAPI\u060c Lambdas<\/td>\n<\/tr>\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">MySQL\u060c PostgreSQL\u060c SQL Server\u060c MongoDB\u060c DynamoDB\u060c Redshift\u060c BigQuery\u060c Snowflake<\/td>\n<\/tr>\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u062c\u0627\u0631\u0628<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">Git\u060c GitHub\u060c DVC\u060c MLflow\u060c Neptune\u060c Weights &amp; Biases<\/td>\n<\/tr>\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u0627\u0644\u0623\u0645\u0627\u0646\/\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">IAM\u060c SSO\u060c \u0623\u062f\u0648\u0627\u062a GDPR\u060c \u0627\u0644\u062a\u0634\u0641\u064a\u0631\u060c \u0623\u062f\u0648\u0627\u062a \u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c Fairlearn\u060c AIF360<\/td>\n<\/tr>\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u0627\u0644\u062a\u0648\u062b\u064a\u0642<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">Jupyter\u060c RMarkdown\u060c Confluence\u060c Jira\u060c Notion\u060c Sphinx\u060c Swagger<\/td>\n<\/tr>\n<tr style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">\u0627\u0644\u062a\u0639\u0627\u0648\u0646<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">Jira\u060c Slack\u060c Teams\u060c Zoom\u060c Trello\u060c GitLab\u060c PowerPoint\u060c SharePoint<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668354813{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771648440{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a448437 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a448437 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a448437 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a448437 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a448437 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a448437 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a448437 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a448437 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a448437 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a448437 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a448437 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a448437 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a448437 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a448437 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a448437 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a448437\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0644\u0645\u0627\u0630\u0627 \u062e\u062f\u0645\u062a\u0646\u0627 \u0644\u0640 RPL Data Scientist \u0645\u0646 \u0623\u062c\u0644 ACS\u061f<\/h2><\/div><style>.ld_fancy_heading_69eb96a448670 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a448670\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0643\u064f\u062a\u0651\u0627\u0628 \u0645\u062a\u062e\u0635\u0635\u0648\u0646 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u062e\u0628\u0631\u0627\u0621 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0648\u0627\u0644\u0647\u062c\u0631\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0640 ACS.<\/li>\n<li><strong>\u062a\u063a\u0637\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639:<\/strong> \u0623\u0643\u062b\u0631 \u0645\u0646 3,000 \u0623\u062f\u0627\u0629\u060c \u0644\u063a\u0629\u060c \u0625\u0637\u0627\u0631 \u0639\u0645\u0644\u060c \u0648\u0645\u0646\u0635\u0629\u2014\u0645\u0646 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/li>\n<li><strong>\u0645\u062e\u0635\u0635 \u0648\u062e\u0627\u0644\u064d \u0645\u0646 \u0627\u0644\u0627\u0646\u062a\u062d\u0627\u0644:<\/strong> \u0643\u0644 RPL \u0645\u0641\u0635\u0651\u0644 \u0628\u062d\u0633\u0628 \u0633\u062c\u0644\u0643 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0645\u0639 \u062a\u062f\u0642\u064a\u0642 \u0635\u0627\u0631\u0645 \u0644\u0644\u0623\u0635\u0627\u0644\u0629.<\/li>\n<li><strong>\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f\u0629:<\/strong> \u0646\u0646\u0642\u0651\u062d \u062d\u062a\u0649 \u062a\u0635\u0628\u062d \u0643\u0644 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u062f\u0642\u064a\u0642\u0629 \u0648\u0645\u0642\u0646\u0639\u0629 \u0644\u0640 ACS.<\/li>\n<li><strong>\u0633\u0631\u064a\u0629 \u062a\u0627\u0645\u0629:<\/strong> \u062a\u064f\u062d\u0645\u0649 \u0627\u0644\u0623\u0628\u062d\u0627\u062b\u060c \u0627\u0644\u0634\u064a\u0641\u0631\u0629\u060c \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0648\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062f\u0627\u0626\u0645\u0627\u064b.<\/li>\n<li><strong>\u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f:<\/strong> \u062a\u0633\u0644\u064a\u0645 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u062d\u062f\u062f \u062d\u062a\u0649 \u0645\u0639 \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0636\u064a\u0642\u0629 \u062f\u0648\u0646 \u0627\u0644\u0645\u0633\u0627\u0633 \u0628\u0627\u0644\u062c\u0648\u062f\u0629.<\/li>\n<li><strong>\u0636\u0645\u0627\u0646 \u0627\u0633\u062a\u0631\u062f\u0627\u062f \u0643\u0627\u0645\u0644:<\/strong> \u0645\u0633\u0627\u0631 \u0628\u0644\u0627 \u0645\u062e\u0627\u0637\u0631 \u0646\u062d\u0648 \u0627\u0644\u0646\u062c\u0627\u062d \u0641\u064a ACS\u2014\u0627\u0633\u062a\u0631\u062f\u0627\u062f \u0641\u064a \u062d\u0627\u0644 \u0639\u062f\u0645 \u0646\u062c\u0627\u062d \u0627\u0644\u0637\u0644\u0628.<\/li>\n<\/ul>\n<p><\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668336072{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771648440{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a44898c h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a44898c h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a44898c h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a44898c h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a44898c h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a44898c h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a44898c h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a44898c .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a44898c h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a44898c h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a44898c h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a44898c h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a44898c h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a44898c h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a44898c h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a44898c\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0645\u0627 \u0627\u0644\u0630\u064a \u062a\u0628\u062d\u062b \u0639\u0646\u0647 ACS \u0641\u064a RPL \u0646\u0627\u062c\u062d \u0644\u0640 Data Scientist\u061f<\/h2><\/div><style>.ld_fancy_heading_69eb96a448bb6 p{color:rgb(255, 255, 255);}.ld_fancy_heading_69eb96a448bb6 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a448bb6\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u062e\u0628\u0631\u0629 \u0639\u0645\u064a\u0642\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0637\u0631\u0641 \u0625\u0644\u0649 \u0627\u0644\u0637\u0631\u0641\u060c ML\u060c \u0648\u0627\u0644\u0646\u0634\u0631.<\/li>\n<li>\u062d\u0632\u0645\u0629 \u062a\u0642\u0646\u064a\u0629 \u062d\u062f\u064a\u062b\u0629 \u0648\u0645\u062a\u0646\u0648\u0639\u0629 \u0639\u0628\u0631 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0627\u0644\u0623\u062a\u0645\u062a\u0629\u060c API\u060c \u0627\u0644\u062a\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u0623\u0645\u0627\u0646.<\/li>\n<li>\u0623\u062b\u0631 \u062a\u062c\u0627\u0631\u064a\/\u0628\u062d\u062b\u064a \u0645\u062b\u0628\u062a \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u0642\u064a\u0627\u0633.<\/li>\n<li>\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644\u060c \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\u060c \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0645\u0627\u0631\u0633\u0627\u062a ML.<\/li>\n<li>\u062a\u0648\u062b\u064a\u0642 \u0623\u0635\u064a\u0644\u060c \u062f\u0642\u064a\u0642\u060c \u0648\u0645\u0631\u062c\u0639\u064a \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0648\u0645\u064f\u0648\u0627\u0626\u0645 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a ACS.<\/li>\n<\/ul>\n<p><\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668336072{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771648440{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a448e1d h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a448e1d h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a448e1d h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a448e1d h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a448e1d h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a448e1d h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a448e1d h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a448e1d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a448e1d h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a448e1d h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a448e1d h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a448e1d h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a448e1d h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a448e1d h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a448e1d h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a448e1d\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0639\u0645\u0644\u064a\u0629 RPL \u0645\u0646 \u062e\u0645\u0633 \u062e\u0637\u0648\u0627\u062a \u0644\u0640 Data Scientist \u0645\u0646 \u0623\u062c\u0644 ACS<\/h2><\/div><style>.ld_fancy_heading_69eb96a449035 p{color:rgb(255, 255, 255);}.ld_fancy_heading_69eb96a449035 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a449035\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u0623\u0631\u0633\u0644 \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629:<\/strong> \u0636\u0645\u0651\u0646 \u0643\u0644 \u0623\u062f\u0627\u0629\u060c \u0644\u063a\u0629 \u0628\u0631\u0645\u062c\u0629\u060c \u0645\u0646\u0635\u0629\u060c \u0648\u0645\u0634\u0631\u0648\u0639 \u062a\u062d\u0644\u064a\u0644\/\u062a\u0639\u0644\u0645 \u0622\u0644\u0629.<\/li>\n<li><strong>\u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u062a\u062e\u0635\u0635\u0629:<\/strong> \u064a\u062e\u062a\u0627\u0631 \u062e\u0628\u0631\u0627\u0624\u0646\u0627 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0647\u062c\u0631\u0629 \u0623\u0641\u0636\u0644 \u0627\u0644\u062d\u0644\u0642\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 \u0644\u0644\u0645\u0648\u0627\u0621\u0645\u0629 \u0645\u0639 ACS.<\/li>\n<li><strong>\u0643\u062a\u0627\u0628\u0629 RPL \u0645\u062e\u0635\u0635:<\/strong> \u0627\u0633\u062a\u0644\u0645 \u0642\u0633\u0645 &#8220;\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629&#8221; \u0648\u062d\u0644\u0642\u062a\u064a\u0646 \u0645\u0634\u0631\u0648\u0639\u064a\u062a\u064a\u0646 \u0641\u0646\u064a\u062a\u064a\u0646 \u0645\u0641\u0635\u0644\u062a\u064a\u0646 \u0648\u0645\u0646\u0627\u0633\u0628\u062a\u064a\u0646.<\/li>\n<li><strong>\u062a\u063a\u0630\u064a\u0629 \u0631\u0627\u062c\u0639\u0629 \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f\u0629:<\/strong> \u0631\u0627\u062c\u0639 \u0648\u0627\u0637\u0644\u0628 \u062a\u0639\u062f\u064a\u0644\u0627\u062a\u060c \u0648\u0636\u0651\u062d \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0648\u0642\u0648\u0651 RPL \u062d\u062a\u0649 \u0627\u0644\u0643\u0645\u0627\u0644.<\/li>\n<li><strong>\u0642\u062f\u0651\u0645 \u0628\u062b\u0642\u0629:<\/strong> \u0623\u0631\u0633\u0644 \u0637\u0644\u0628 RPL \u062c\u0627\u0647\u0632\u0627\u064b \u0644\u0640 ACS \u0648\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0639\u0627\u0644\u0645\u064a\u060c \u0648\u0627\u0641\u062a\u062d \u0637\u0631\u064a\u0642 \u0627\u0644\u0647\u062c\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u064a\u0629 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627.<\/li>\n<\/ul>\n<p><\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771648440{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;]<style>.ld_fancy_heading_69eb96a4492c9 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a4492c9 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a4492c9 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a4492c9 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a4492c9 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a4492c9 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4492c9 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a4492c9 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a4492c9 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a4492c9 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a4492c9 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a4492c9 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a4492c9 h2 {line-height:1.3em; } .ld_fancy_heading_69eb96a4492c9 h2 {--element-line-height:1.3em; } .ld_fancy_heading_69eb96a4492c9 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4492c9\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u0627\u0628\u062f\u0623 \u0631\u062d\u0644\u062a\u0643 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627 \u0628\u062b\u0642\u0629<\/h2><\/div><style>.ld_fancy_heading_69eb96a4494fb .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a4494fb\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u062d\u0648\u0651\u0644 \u0639\u0645\u0642\u0643 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a\u0643 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0646\u062c\u0627\u062d\u064d \u0641\u064a \u0627\u0644\u0647\u062c\u0631\u0629 \u0639\u0628\u0631 RPL \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0644\u0640 ACS. <strong>\u062a\u0648\u0627\u0635\u0644 \u0645\u0639\u0646\u0627 \u0627\u0644\u064a\u0648\u0645<\/strong> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0642\u064a\u064a\u0645 \u0645\u062c\u0627\u0646\u064a \u0648\u0628\u062f\u0621 \u0645\u0633\u062a\u0642\u0628\u0644\u0643 \u0643\u0640 Data Scientist \u0641\u064a \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627!<\/p><\/div>[\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row css=&#8221;.vc_custom_1755190841812{border-bottom-width: 1px !important;padding-top: 40px !important;padding-bottom: 40px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221; responsive_css=&#8221;padding_top_large:60px|padding_bottom_large:60px&#8221;][vc_column ca_init_scale_z=&#8221;1&#8243; ca_an_scale_z=&#8221;1&#8243; offset=&#8221;vc_col-md-12&#8243;][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668445212{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771542177{padding-top: 60px !important;padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221;][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;0&#8243; equal_height=&#8221;yes&#8221; data_tooltip=&#8221;Coast Drone&#8221; responsive_css=&#8221;margin_top_medium:0px|margin_bottom_medium:0px&#8221; css=&#8221;.vc_custom_1754668431074{border-bottom-width: 1px !important;border-bottom-color: #1c2226 !important;border-bottom-style: solid !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:60px|padding_right_medium:5vmax|padding_bottom_medium:60px|padding_left_medium:5vmax|padding_top_small:60px|padding_bottom_small:60px&#8221; css=&#8221;.vc_custom_1753771571356{padding-top: 60px [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6624","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115<\/title>\n<meta name=\"description\" content=\"\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0646\u0648\u064a \u0627\u0644\u0647\u062c\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u064a\u0629 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627\u060c \u0641\u0625\u0646 \u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0643\u0648\u062f 224115 \u0636\u0631\u0648\u0631\u064a.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115\" \/>\n<meta property=\"og:description\" content=\"\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0646\u0648\u064a \u0627\u0644\u0647\u062c\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u064a\u0629 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627\u060c \u0641\u0625\u0646 \u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0643\u0648\u062f 224115 \u0636\u0631\u0648\u0631\u064a.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0646\u0645\u0648\u0630\u062c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 RPL\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-12T09:02:30+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data1\" content=\"19 \u062f\u0642\u064a\u0642\u0629\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/acs-rpl-for-data-scientist-anzsco-224115\\\/\",\"url\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/acs-rpl-for-data-scientist-anzsco-224115\\\/\",\"name\":\"\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/#website\"},\"datePublished\":\"2025-08-20T13:55:20+00:00\",\"dateModified\":\"2025-09-12T09:02:30+00:00\",\"description\":\"\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0646\u0648\u064a \u0627\u0644\u0647\u062c\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u064a\u0629 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627\u060c \u0641\u0625\u0646 \u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0643\u0648\u062f 224115 \u0636\u0631\u0648\u0631\u064a.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/acs-rpl-for-data-scientist-anzsco-224115\\\/#breadcrumb\"},\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/acsrpl.com\\\/ar\\\/acs-rpl-for-data-scientist-anzsco-224115\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/acs-rpl-for-data-scientist-anzsco-224115\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/#website\",\"url\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/\",\"name\":\"\u0646\u0645\u0648\u0630\u062c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 RPL\",\"description\":\"ACS RPL\",\"publisher\":{\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/#organization\",\"name\":\"\u0646\u0645\u0648\u0630\u062c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 RPL\",\"url\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/logo-dark-1.png\",\"contentUrl\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/logo-dark-1.png\",\"width\":237,\"height\":39,\"caption\":\"\u0646\u0645\u0648\u0630\u062c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 RPL\"},\"image\":{\"@id\":\"https:\\\/\\\/acsrpl.com\\\/ar\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115","description":"\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0646\u0648\u064a \u0627\u0644\u0647\u062c\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u064a\u0629 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627\u060c \u0641\u0625\u0646 \u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0643\u0648\u062f 224115 \u0636\u0631\u0648\u0631\u064a.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/","og_locale":"ar_AR","og_type":"article","og_title":"\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115","og_description":"\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0646\u0648\u064a \u0627\u0644\u0647\u062c\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u064a\u0629 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627\u060c \u0641\u0625\u0646 \u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0643\u0648\u062f 224115 \u0636\u0631\u0648\u0631\u064a.","og_url":"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/","og_site_name":"\u0646\u0645\u0648\u0630\u062c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 RPL","article_modified_time":"2025-09-12T09:02:30+00:00","twitter_card":"summary_large_image","twitter_misc":{"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"19 \u062f\u0642\u064a\u0642\u0629"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/","url":"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/","name":"\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115","isPartOf":{"@id":"https:\/\/acsrpl.com\/ar\/#website"},"datePublished":"2025-08-20T13:55:20+00:00","dateModified":"2025-09-12T09:02:30+00:00","description":"\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0646\u0648\u064a \u0627\u0644\u0647\u062c\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u064a\u0629 \u0625\u0644\u0649 \u0623\u0633\u062a\u0631\u0627\u0644\u064a\u0627\u060c \u0641\u0625\u0646 \u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0643\u0648\u062f 224115 \u0636\u0631\u0648\u0631\u064a.","breadcrumb":{"@id":"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/acsrpl.com\/ar\/acs-rpl-for-data-scientist-anzsco-224115\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/acsrpl.com\/ar\/"},{"@type":"ListItem","position":2,"name":"\u062a\u0642\u0631\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 RPL \u0644\u0640 Data Scientist \u0627\u0644\u0631\u0645\u0632 224115"}]},{"@type":"WebSite","@id":"https:\/\/acsrpl.com\/ar\/#website","url":"https:\/\/acsrpl.com\/ar\/","name":"\u0646\u0645\u0648\u0630\u062c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 RPL","description":"ACS RPL","publisher":{"@id":"https:\/\/acsrpl.com\/ar\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/acsrpl.com\/ar\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/acsrpl.com\/ar\/#organization","name":"\u0646\u0645\u0648\u0630\u062c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 RPL","url":"https:\/\/acsrpl.com\/ar\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/acsrpl.com\/ar\/#\/schema\/logo\/image\/","url":"https:\/\/acsrpl.com\/ar\/wp-content\/uploads\/2025\/08\/logo-dark-1.png","contentUrl":"https:\/\/acsrpl.com\/ar\/wp-content\/uploads\/2025\/08\/logo-dark-1.png","width":237,"height":39,"caption":"\u0646\u0645\u0648\u0630\u062c \u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 RPL"},"image":{"@id":"https:\/\/acsrpl.com\/ar\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/acsrpl.com\/ar\/wp-json\/wp\/v2\/pages\/6624","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/acsrpl.com\/ar\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/acsrpl.com\/ar\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/acsrpl.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/acsrpl.com\/ar\/wp-json\/wp\/v2\/comments?post=6624"}],"version-history":[{"count":14,"href":"https:\/\/acsrpl.com\/ar\/wp-json\/wp\/v2\/pages\/6624\/revisions"}],"predecessor-version":[{"id":7409,"href":"https:\/\/acsrpl.com\/ar\/wp-json\/wp\/v2\/pages\/6624\/revisions\/7409"}],"wp:attachment":[{"href":"https:\/\/acsrpl.com\/ar\/wp-json\/wp\/v2\/media?parent=6624"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}