苹果Machine Learning Engineer - Strategic Data Solutions (Compliance)
社招全职Corporate Functions地点:上海状态:招聘♡ 收藏
工作描述
Qualifications Minimum Qualifications Education in a quantitative field, such as Computer Science, Applied Mathematics, or Statistics, or equivalent professional experience. Practical experience with and theoretical understanding of algorithms for classification, regression, clustering, and anomaly detection. Working knowledge of relational databases, including SQL, and large-scale distributed systems such as Hadoop and Spark. Ability to implement analytical pipelines and applications in a general programming language such as Python, Scala, Java, or Clojure. Preferred Qualifications Experience with financial crimes compliance, such as AML, KYC, sanctions screening, or transaction monitoring. Experien…
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包括英文材料
学历+
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL?简单地说,SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
Hadoop+
https://www.runoob.com/w3cnote/hadoop-tutorial.html
Hadoop 为庞大的计算机集群提供可靠的、可伸缩的应用层计算和存储支持,它允许使用简单的编程模型跨计算机群集分布式处理大型数据集,并且支持在单台计算机到几千台计算机之间进行扩展。
[英文] Hadoop Tutorial
https://www.tutorialspoint.com/hadoop/index.htm
Hadoop is an open-source framework that allows to store and process big data in a distributed environment across clusters of computers using simple programming models.
Spark+
[英文] Learning Spark Book
https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf
This new edition has been updated to reflect Apache Spark’s evolution through Spark 2.x and Spark 3.0, including its expanded ecosystem of built-in and external data sources, machine learning, and streaming technologies with which Spark is tightly integrated.
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