{"id":6624,"date":"2025-08-20T13:55:20","date_gmt":"2025-08-20T13:55:20","guid":{"rendered":"https:\/\/acsrpl.com\/?page_id=6624"},"modified":"2025-08-29T12:14:48","modified_gmt":"2025-08-29T12:14:48","slug":"acs-rpl-for-data-scientist-anzsco-224115","status":"publish","type":"page","link":"https:\/\/acsrpl.com\/cn\/acs-rpl-for-data-scientist-anzsco-224115\/","title":{"rendered":"ACS RPL \u6570\u636e\u79d1\u5b66\u5bb6\uff1aANZSCO 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_69eb96a2634b4 h1 {font-size:36px; } @media (min-width: 768px) { 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lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6570\u636e\u79d1\u5b66\u5bb6\uff08ANZSCO 224115\uff09\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u4e1a\u52a1\u6d1e\u5bdf\uff0c\u63a8\u52a8\u7ec4\u7ec7\u7684\u521b\u65b0\u4e0e\u7ade\u4e89\u4f18\u52bf\u3002\u82e5\u60a8\u4ee5\u6280\u672f\u79fb\u6c11\u6fb3\u5927\u5229\u4e9a\u4e3a\u76ee\u6807\uff0c\u4e00\u4efd\u8d34\u5408\u60a8\u6570\u636e\u79d1\u5b66\u4e13\u957f\u7684 ACS RPL \u81f3\u5173\u91cd\u8981\u3002\u6211\u4eec\u7684\u4e13\u5bb6\u56e2\u961f\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u5b9a\u5236 RPL \u62a5\u544a\u2014\u2014\u7a81\u51fa\u60a8\u7684\u6280\u672f\u6808\u3001\u5206\u6790\u65b9\u6cd5\u4e0e\u4e1a\u52a1\u5f71\u54cd\uff0c\u52a9\u60a8\u6700\u5927\u5316 ACS \u8bc4\u4f30\u7ed3\u679c\u4e0e\u79fb\u6c11\u673a\u4f1a\u3002<\/p><\/div><style>.ld_button_69eb96a263a27:hover{color:rgb(193, 207, 131);}<\/style><a href=\"\/cn\/pricing\/\" class=\"btn btn-default btn-xsm round btn-bordered 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.ld_fancy_heading_69eb96a268c00 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a268c00\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6570\u636e\u79d1\u5b66\u5bb6\u5fc5\u5907\u6280\u672f\u4e0e\u5de5\u5177<\/h2><\/div><style>.ld_fancy_heading_69eb96a268e98 p {margin-bottom:1.75em !important;  } .ld_fancy_heading_69eb96a268e98 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a268e98 p {margin-bottom:1.75em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a268e98\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6210\u529f\u7684 \u6570\u636e\u79d1\u5b66\u5bb6\uff08ANZSCO 224115\uff09ACS RPL \u5fc5\u987b\u6e05\u6670\u5c55\u793a\u60a8\u5728\u884c\u4e1a\u4e3b\u6d41\u8bed\u8a00\u3001\u5de5\u5177\u3001\u6846\u67b6\u3001\u5de5\u4f5c\u6d41\u4e0e\u6700\u4f73\u5b9e\u8df5\u65b9\u9762\u7684\u4e13\u957f\u3002<\/p><\/div><style>.ld_fancy_heading_69eb96a2690f7 h3 {line-height:1em; } .ld_fancy_heading_69eb96a2690f7 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a2690f7 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a2690f7 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a2690f7 h3 {line-height:1em; } .ld_fancy_heading_69eb96a2690f7 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a2690f7 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a2690f7\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u7f16\u7a0b\u8bed\u8a00<\/h3><\/div><style>.ld_fancy_heading_69eb96a269374 p{color:rgb(255, 255, 255);}.ld_fancy_heading_69eb96a269374 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a269374\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>Python\uff1a<\/strong> pandas, numpy, scipy, scikit-learn, matplotlib, seaborn, joblib, xgboost, lightgbm, pycaret, Jupyter<\/li>\n<li><strong>R\uff1a<\/strong> ggplot2, dplyr, caret, lubridate, shiny, plotly, forecast<\/li>\n<li><strong>SQL\/NoSQL\uff1a<\/strong> PostgreSQL, MySQL, Oracle, MS SQL Server, MongoDB, Cassandra, Redis, SQLite<\/li>\n<li><strong>\u5176\u4ed6\uff1a<\/strong> Scala (Spark), Java, Julia, Matlab, SAS, Bash, PowerShell<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a269635 h3 {line-height:1em; } .ld_fancy_heading_69eb96a269635 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a269635 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a269635 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a269635 h3 {line-height:1em; } .ld_fancy_heading_69eb96a269635 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a269635 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a269635\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u673a\u5668\u5b66\u4e60\u4e0e\u6df1\u5ea6\u5b66\u4e60<\/h3><\/div><style>.ld_fancy_heading_69eb96a2698e3 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a2698e3\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u6846\u67b6\uff1a<\/strong> scikit-learn, TensorFlow, PyTorch, Keras, XGBoost, LightGBM, CatBoost, H2O.ai, Theano, MXNet, FastAI<\/li>\n<li><strong>\u81ea\u52a8\u5316 ML\uff1a<\/strong> H2O Driverless AI, DataRobot, Azure AutoML, Google AutoML<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a269b7c h3 {line-height:1em; } .ld_fancy_heading_69eb96a269b7c h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a269b7c h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a269b7c .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a269b7c h3 {line-height:1em; } .ld_fancy_heading_69eb96a269b7c h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a269b7c h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a269b7c\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6570\u636e\u5de5\u7a0b\u4e0e\u5927\u6570\u636e<\/h3><\/div><style>.ld_fancy_heading_69eb96a269dfc .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a269dfc\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u5927\u6570\u636e\uff1a<\/strong> Spark (PySpark, SparkR, Spark SQL), Hadoop (HDFS, MapReduce, Hive, Pig), Databricks, AWS EMR<\/li>\n<li><strong>\u6d41\u7a0b\u7f16\u6392\uff1a<\/strong> Apache Airflow, Luigi, Prefect, AWS Glue, Azure Data Factory, SSIS, dbt<\/li>\n<li><strong>\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\uff1a<\/strong> Python \u811a\u672c, Bash, Cron<\/li>\n<li><strong>ETL \u5de5\u5177\uff1a<\/strong> Talend, Informatica, NiFi<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26a0c4 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26a0c4 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26a0c4 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26a0c4 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26a0c4 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26a0c4 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26a0c4 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26a0c4\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6570\u636e\u5b58\u50a8\u4e0e\u6570\u636e\u5e93<\/h3><\/div><style>.ld_fancy_heading_69eb96a26a32e .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26a32e\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u5173\u7cfb\u578b\uff1a<\/strong> MySQL, PostgreSQL, SQL Server, Oracle, MariaDB, Google BigQuery, AWS Redshift, Snowflake<\/li>\n<li><strong>NoSQL\uff1a<\/strong> MongoDB, Cassandra, Couchbase, DynamoDB, Neo4j, Firebase, Elasticsearch<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26a591 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26a591 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26a591 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26a591 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26a591 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26a591 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26a591 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26a591\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u4e91\u3001DevOps \u4e0e\u90e8\u7f72<\/h3><\/div><style>.ld_fancy_heading_69eb96a26a7ae .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26a7ae\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>AWS\uff1a<\/strong> S3, Redshift, Athena, SageMaker, Glue, Lambda, Kinesis, Quicksight, Aurora, EMR<\/li>\n<li><strong>Azure\uff1a<\/strong> Blob Storage, Synapse Analytics, Azure ML, Data Factory, Cosmos DB, Databricks<\/li>\n<li><strong>Google Cloud\uff1a<\/strong> BigQuery, Dataflow, AI Platform, Vertex AI, Firestore<\/li>\n<li><strong>\u5bb9\u5668\u4e0e\u7f16\u6392\uff1a<\/strong> Docker, Kubernetes, AWS ECS\/EKS, Azure AKS, GCP GKE<\/li>\n<li><strong>DevOps\/MLOps\uff1a<\/strong> Jenkins, GitLab CI\/CD, MLflow, Kubeflow, DVC, Seldon, Weights &amp; Biases, Neptune, Airflow CI<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26aa34 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26aa34 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26aa34 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26aa34 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26aa34 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26aa34 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26aa34 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26aa34\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6570\u636e\u53ef\u89c6\u5316\u4e0e\u5546\u4e1a\u667a\u80fd<\/h3><\/div><style>.ld_fancy_heading_69eb96a26ac49 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26ac49\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>Python\/R \u5e93\uff1a<\/strong> matplotlib, seaborn, plotly, bokeh, Altair, GGplot2, shiny, Dash<\/li>\n<li><strong>\u4eea\u8868\u677f\/BI\uff1a<\/strong> Tableau, Power BI, Looker, Qlik Sense, Superset, Google Data Studio, Redash, D3.js<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26aec4 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26aec4 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26aec4 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26aec4 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26aec4 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26aec4 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26aec4 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26aec4\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  API \u5f00\u53d1\u4e0e\u96c6\u6210<\/h3><\/div><style>.ld_fancy_heading_69eb96a26b129 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26b129\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>API\/Web \u6846\u67b6\uff1a<\/strong> Flask, FastAPI, Django, Plumber (R), REST, GraphQL<\/li>\n<li><strong>\u6a21\u578b\u670d\u52a1\uff1a<\/strong> TensorFlow Serving, TorchServe, MLflow Models, BentoML, ONNX, Seldon, AWS Lambda<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26b37c h3 {line-height:1em; } .ld_fancy_heading_69eb96a26b37c h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26b37c h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26b37c .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26b37c h3 {line-height:1em; } .ld_fancy_heading_69eb96a26b37c h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26b37c h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26b37c\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u5b9e\u9a8c\u8ffd\u8e2a\u3001\u7248\u672c\u63a7\u5236\u4e0e\u6548\u7387<\/h3><\/div><style>.ld_fancy_heading_69eb96a26b58a .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26b58a\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u7248\u672c\u7ba1\u7406\uff1a<\/strong> Git, GitHub, Bitbucket, GitLab, DVC<\/li>\n<li><strong>\u5b9e\u9a8c\u8ffd\u8e2a\uff1a<\/strong> MLflow, Weights &amp; Biases, TensorBoard, Sacred, Comet.ml, Neptune.ai, Data Version Control (DVC)<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26b81f h3 {line-height:1em; } .ld_fancy_heading_69eb96a26b81f h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26b81f h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26b81f .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26b81f h3 {line-height:1em; } .ld_fancy_heading_69eb96a26b81f h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26b81f h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26b81f\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6570\u636e\u5b89\u5168\u3001\u9690\u79c1\u4e0e\u4f26\u7406<\/h3><\/div><style>.ld_fancy_heading_69eb96a26ba1d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26ba1d\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u5b89\u5168\uff1a<\/strong> \u6570\u636e\u52a0\u5bc6\u3001\u54c8\u5e0c\u3001RBAC\u3001\u4e91 IAM\uff08AWS\u3001GCP\u3001Azure\uff09\u3001\u6570\u636e\u8131\u654f\u5de5\u5177<\/li>\n<li><strong>\u9690\u79c1\u4e0e\u5408\u89c4\uff1a<\/strong> GDPR \u5de5\u5177\u3001\u540c\u610f\u7ba1\u7406\u3001HIPAA \u5408\u89c4\u3001Fairlearn\u3001AIF360\u3001What-If Tool<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26bd61 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26bd61 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26bd61 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26bd61 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26bd61 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26bd61 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26bd61 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26bd61\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u534f\u4f5c\u3001\u9879\u76ee\u7ba1\u7406\u4e0e\u6587\u6863<\/h3><\/div><style>.ld_fancy_heading_69eb96a26bfb1 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26bfb1\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u534f\u4f5c\uff1a<\/strong> Jira, Confluence, Trello, Notion, Slack, MS Teams, Zoom, Miro<\/li>\n<li><strong>\u6587\u6863\uff1a<\/strong> Jupyter, RMarkdown, Sphinx, MkDocs, Swagger\/OpenAPI, \u6570\u636e\u5b57\u5178<\/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_69eb96a26c22d h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a26c22d h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a26c22d h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a26c22d h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a26c22d h2 {line-height:1em; } .ld_fancy_heading_69eb96a26c22d h2 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26c22d h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26c22d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26c22d h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a26c22d h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a26c22d h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a26c22d h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a26c22d h2 {line-height:1em; } .ld_fancy_heading_69eb96a26c22d h2 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26c22d h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26c22d\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6211\u4eec\u5982\u4f55\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\uff08ANZSCO 224115\uff09\u64b0\u5199 RPL<\/h2><\/div><style>.ld_spacer_69eb96a26c3bc{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69eb96a26c3bc\"><\/div><style>.ld_fancy_heading_69eb96a26c507 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26c507 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26c507 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26c507 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26c507 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26c507 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26c507 h3 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\u6e05\u6d17\u5e76\u6784\u5efa\u6765\u81ea\u7535\u4fe1\u65e5\u5fd7\u3001CRM \u4e0e\u4f7f\u7528\u7edf\u8ba1\u7684\u6570\u636e\u7279\u5f81\u3002<\/li>\n<li>\u6784\u5efa\u3001\u8c03\u4f18\u5e76\u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08scikit-learn\u3001XGBoost\uff09\u9884\u6d4b\u6d41\u5931\u98ce\u9669\u3002<\/li>\n<li>\u901a\u8fc7 Airflow \u81ea\u52a8\u5316 ETL\uff0c\u5e76\u4f7f\u7528 DVC \u81ea\u52a8\u5316\u6570\u636e\u7248\u672c\u7ba1\u7406\u3002<\/li>\n<li>\u5c06\u6a21\u578b\u4ee5 REST API\uff08Flask\uff09\u5f62\u5f0f\u90e8\u7f72\uff0c\u5e76\u5728 Power BI \u4e2d\u53ef\u89c6\u5316\u6d1e\u5bdf\u3002<\/li>\n<li>\u7ed3\u679c\uff1a\u6d41\u5931\u7387\u4e0b\u964d 14%\uff0c\u5ba2\u6237\u7559\u5b58\u6d3b\u52a8\u7684 ROI \u63d0\u5347\u3002<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26ea8f h3 {line-height:1em; } .ld_fancy_heading_69eb96a26ea8f h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26ea8f h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26ea8f .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26ea8f h3 {line-height:1em; } .ld_fancy_heading_69eb96a26ea8f h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26ea8f h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26ea8f\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u9879\u76ee\u4e8c\uff1a\u5168\u56fd\u8fde\u9501\u96f6\u552e\u9500\u552e\u9884\u6d4b<\/h3><\/div><style>.ld_fancy_heading_69eb96a26ecdc .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26ecdc\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u6574\u5408\u904d\u5e03 1,000+ \u95e8\u5e97\u7684 POS\u3001\u5e93\u5b58\u4e0e\u5b8f\u89c2\u7ecf\u6d4e\u6570\u636e\u3002<\/li>\n<li>\u6784\u5efa LSTM \u795e\u7ecf\u7f51\u7edc\u4e0e\u65f6\u95f4\u5e8f\u5217 ARIMA \u6a21\u578b\uff08TensorFlow\u3001statsmodels\uff09\u3002<\/li>\n<li>\u4f7f\u7528 Docker \u5bb9\u5668\u5316\u751f\u4ea7\u90e8\u7f72\uff0c\u5e76\u901a\u8fc7 MLflow \u642d\u5efa\u76d1\u63a7\u3002<\/li>\n<li>\u5728 Tableau \u4ea4\u4ed8\u4ea4\u4e92\u5f0f\u4eea\u8868\u677f\uff0c\u5e76\u5411\u5404\u533a\u57df\u63d0\u4f9b\u81ea\u52a8\u5316\u6708\u5ea6\u9884\u6d4b\u62a5\u544a\u3002<\/li>\n<li>\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5171\u540c\u8fdb\u884c\u6a21\u578b\u9a8c\u8bc1\uff0c\u57fa\u4e8e\u53cd\u9988\u8fed\u4ee3\uff0c\u5e76\u5bf9\u5168\u6d41\u7a0b\u8fdb\u884c\u6587\u6863\u5316\u4fbf\u4e8e\u4ea4\u63a5\u3002<\/li>\n<\/ul>\n<ul>\n<li>\u7ed3\u679c\uff1a\u5e93\u5b58\u79ef\u538b\u964d\u4f4e 23%\uff0c\u7f3a\u8d27\u7387\u51cf\u534a\uff0c\u7ba1\u7406\u5c42\u51b3\u7b56\u901f\u5ea6\u63d0\u5347\u3002<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26ef7a h3 {line-height:1em; } .ld_fancy_heading_69eb96a26ef7a h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26ef7a h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26ef7a .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26ef7a h3 {line-height:1em; } .ld_fancy_heading_69eb96a26ef7a h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26ef7a h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26ef7a\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u9879\u76ee\u4e09\uff1a\u94f6\u884c\u4e1a\u81ea\u52a8\u5316\u6b3a\u8bc8\u68c0\u6d4b\u7cfb\u7edf<\/h3><\/div><style>.ld_fancy_heading_69eb96a26f17c .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26f17c\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u5728 AWS EMR \u4e0e S3 \u4e0a\u4f7f\u7528 Spark \u96c6\u6210\u4ea4\u6613\u3001\u8d26\u6237\u4e0e\u5ba2\u6237\u753b\u50cf\u6570\u636e\u3002<\/li>\n<li>\u4ee5 Python \u5f00\u53d1\u65e0\u76d1\u7763\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\uff08Isolation Forest\u3001Autoencoders\uff09\u3002<\/li>\n<li>\u4f7f\u7528 Kafka\u3001Docker \u4e0e Flask API \u90e8\u7f72\u53ef\u6269\u5c55\u7684\u5b9e\u65f6\u8bc4\u5206\u5f15\u64ce\u3002<\/li>\n<li>\u76d1\u63a7\u9519\u8bef\u7387\u5e76\u6309\u6708\u518d\u8bad\u7ec3\u6a21\u578b\uff0c\u7ed3\u5408 SHAP \u4e0e LIME \u5b9e\u65bd\u53ef\u89e3\u91ca\u6027\u62a5\u544a\u3002<\/li>\n<li>\u7ed3\u679c\uff1a\u8d22\u52a1\u635f\u5931\u4e8b\u4ef6\u51cf\u5c11 33%\uff0c\u540c\u65f6\u6ee1\u8db3\u76d1\u7ba1\u5ba1\u8ba1\u7684\u5408\u89c4\u62a5\u544a\u9700\u6c42\u3002<\/li>\n<\/ul>\n<p><\/p><\/div><style>.ld_fancy_heading_69eb96a26f3b7 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26f3b7 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26f3b7 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26f3b7 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26f3b7 h3 {line-height:1em; } .ld_fancy_heading_69eb96a26f3b7 h3 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26f3b7 h3 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26f3b7\">\n\t<h3 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u9879\u76ee\u56db\uff1a\u4fdd\u9669\u7406\u8d54\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/h3><\/div><style>.ld_fancy_heading_69eb96a26f5da .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26f5da\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u57fa\u4e8e spaCy \u4e0e HuggingFace transformers \u8bbe\u8ba1 NLP \u6d41\u6c34\u7ebf\uff0c\u5bf9\u626b\u63cf\u7406\u8d54\u8868\u5355\u4e0e\u90ae\u4ef6\u8fdb\u884c\u5206\u7c7b\u4e0e\u4fe1\u606f\u62bd\u53d6\u3002<\/li>\n<li>\u5b9e\u73b0 OCR \u4e0e\u9884\u5904\u7406\uff0c\u6784\u5efa\u57fa\u4e8e BERT \u7684\u610f\u56fe\u5206\u7c7b\u5668\uff0c\u5e76\u7528 MLflow \u76d1\u63a7\u51c6\u786e\u7387\u3002<\/li>\n<li>\u5c06\u6210\u679c\u4e0e\u81ea\u7814 NLP \u811a\u672c\u53d1\u5e03\u5230\u516c\u53f8 Confluence 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lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u9879\u76ee\u4e94\uff1a\u533b\u7597\u5408\u89c4\u6027\u7684\u9884\u6d4b\u5206\u6790<\/h3><\/div><style>.ld_fancy_heading_69eb96a26fa17 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a26fa17\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li>\u5728\u5b89\u5168\u7684 Azure Synapse \u5de5\u4f5c\u533a\u6574\u5408\u6765\u81ea\u533b\u9662 EHR \u4e0e\u533b\u7597\u8bbe\u5907\u7684\u4e34\u5e8a\u6570\u636e\uff08HL7\u3001FHIR\uff09\u3002<\/li>\n<li>\u6784\u5efa\u903b\u8f91\u56de\u5f52\u4e0e\u968f\u673a\u68ee\u6797\u6a21\u578b\u9884\u6d4b\u60a3\u8005\u518d\u5165\u9662\u98ce\u9669\uff08scikit-learn\u3001R\uff09\u3002<\/li>\n<li>\u91c7\u7528\u5dee\u5206\u9690\u79c1\u4e0e\u533f\u540d\u5316\uff0c\u5e76\u8fdb\u884c HIPAA \u4e0e GDPR 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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_69eb96a26fc69 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a26fc69 h2 {font-size:60px; }  } @media (min-width: 992px) { .ld_fancy_heading_69eb96a26fc69 h2 {font-size:40px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69eb96a26fc69 h2 {font-size:38px; }  } .ld_fancy_heading_69eb96a26fc69 h2 {line-height:1em; } .ld_fancy_heading_69eb96a26fc69 h2 {--element-line-height:1em; } .ld_fancy_heading_69eb96a26fc69 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } .ld_fancy_heading_69eb96a26fc69 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69eb96a26fc69 h2 {font-size:30px; } @media (min-width: 768px) { .ld_fancy_heading_69eb96a26fc69 h2 {font-size:60px; }  } @media (min-width: 992px) { 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.ld_fancy_heading_69eb96a2713c5 h2 {line-height:1em; } .ld_fancy_heading_69eb96a2713c5 h2 {--element-line-height:1em; } .ld_fancy_heading_69eb96a2713c5 h2 {margin-top:0.15em !important; margin-bottom:0.2em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a2713c5\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  \u6570\u636e\u79d1\u5b66\u5bb6\u5173\u952e\u6280\u672f\u4e00\u89c8\u8868<\/h2><\/div><style>.ld_fancy_heading_69eb96a2715de .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a2715de\">\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>\u9886\u57df<\/strong><\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\"><strong>\u793a\u4f8b\u6280\u672f\u4e0e\u5de5\u5177<\/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\">\u6570\u636e\u6574\u7406\/ETL<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">pandas, Airflow, dbt, Spark, NiFi, Glue, Talend, 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\">\u673a\u5668\u5b66\u4e60\/\u6df1\u5ea6\u5b66\u4e60\u5efa\u6a21<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">scikit-learn, TensorFlow, PyTorch, Keras, XGBoost, H2O, FastAI, AutoML tools<\/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\">\u53ef\u89c6\u5316\/\u5546\u4e1a\u667a\u80fd<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">Tableau, Power BI, matplotlib, seaborn, plotly, Dash, Qlik, Superset, 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\">\u4e91\/\u90e8\u7f72<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">AWS, GCP, Azure, MLflow, Docker, Kubernetes, Flask, FastAPI, 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\">\u6570\u636e\u5b58\u50a8<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">MySQL, PostgreSQL, SQL Server, MongoDB, DynamoDB, Redshift, BigQuery, 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\">\u5b9e\u9a8c\u8ffd\u8e2a<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">Git, GitHub, DVC, MLflow, Neptune, 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\">\u5b89\u5168\/\u9690\u79c1<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">IAM, SSO, GDPR tools, encryption, data maskers, Fairlearn, 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\">\u6587\u6863<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">Jupyter, RMarkdown, Confluence, Jira, Notion, Sphinx, 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\">\u534f\u4f5c<\/td>\n<td style=\"border-color: #1c2226;background-color: #c1cf83;color: #1c2226\">Jira, Slack, Teams, Zoom, Trello, GitLab, PowerPoint, 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 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.lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}<\/style><div class=\"ld-fancy-heading ld_fancy_heading_69eb96a271dd9\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  <\/p>\n<ul>\n<li><strong>\u8d44\u6df1\u6570\u636e\u79d1\u5b66\u5199\u4f5c\u56e2\u961f\uff1a<\/strong> \u884c\u4e1a\u4e0e\u79fb\u6c11\u53cc\u91cd\u4e13\u5bb6\uff0c\u4fdd\u8bc1\u51c6\u786e\u6027\u3001\u76f8\u5173\u6027\u4e0e ACS \u5408\u89c4\u3002<\/li>\n<li><strong>\u6280\u672f\u4e0e\u9879\u76ee\u5168\u8986\u76d6\uff1a<\/strong> \u8986\u76d6 3,000+ \u5de5\u5177\u3001\u8bed\u8a00\u3001\u6846\u67b6\u4e0e\u5e73\u53f0\u2014\u2014\u4ece\u6570\u636e\u4ed3\u5e93\u5230\u6df1\u5ea6\u5b66\u4e60\u3002<\/li>\n<li><strong>\u5b9a\u5236\u4e14\u96f6\u6284\u88ad\uff1a<\/strong> \u6bcf\u4efd RPL 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