淘宝闪购淘宝闪购-大数据测试开发专家-AB实验
社招全职3年以上技术类-质量保证地点：上海状态：招聘
工作描述
任职要求 ● 计算机及相关专业背景，3-5年测试开发或质量保障经验，有大型实验平台或数据平台相关测试经验者优先； ● 深入理解A/B实验原理、分流算法（如分层分流、用户/设备粒度分流）、正交实验设计及统计显著性判断逻辑； ● 熟悉实验平台典型技术栈，如配置中心、实时计算（Flink/Spark）、OLAP引擎（StarRocks/MaxCompute/Hologress）及埋点上报链路，具备端到端链路排查能力； ● 精通至少一种编程语言（Java/…
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包括英文材料
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
Flink+
https://nightlies.apache.org/flink/flink-docs-release-2.0/docs/learn-flink/overview/
This training presents an introduction to Apache Flink that includes just enough to get you started writing scalable streaming ETL, analytics, and event-driven applications, while leaving out a lot of (ultimately important) details.
https://www.youtube.com/watch?v=WajYe9iA2Uk&list=PLa7VYi0yPIH2GTo3vRtX8w9tgNTTyYSux
Today’s businesses are increasingly software-defined, and their business processes are being automated. Whether it’s orders and shipments, or downloads and clicks, business events can always be streamed. Flink can be used to manipulate, process, and react to these streaming events as they occur.
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.
OLAP+
https://www.youtube.com/watch?v=iw-5kFzIdgY
OLAP (for online analytical processing) is software for performing multidimensional analysis at high speeds on large volumes of data from a data warehouse, data mart, or some other unified, centralized data store.
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