Data Engineer

4 weeks ago

Singapur, Singapore Shopee Full time
Data Engineer - Search & Recommendation (Campus Recruitment 2024) DepartmentEngineering and TechnologyLevelEntry LevelLocationSingapore

The Engineering and Technology team is at the core of the Shopee platform development. The team is made up of a group of passionate engineers from all over the world, striving to build the best systems with the most suitable technologies. Our engineers do not merely solve problems at hand; We build foundations for a long-lasting future. We don't limit ourselves on what we can or can't do; we take matters into our own hands even if it means drilling down to the bottom layer of the computing platform. Shopee's hyper-growing business scale has transformed most "innocent" problems into huge technical challenges, and there is no better place to experience it first-hand if you love technologies as much as we do.

Job Description: Design, build and maintain the real-time streaming system to support timely and accurate ingestion of various types of data (e.g. User behavior, RDS, NoSQL DB, and others) into storage  Design, build and maintain data warehouse for Shopees e-commerce search and recommendation  Translate data requirements into scalable technical data service with low latency and high concurrency Design, build and maintain batch or real-time data pipeline for algorithm, analytics and operational purpose using Hadoop big data technology Analyze and improve the efficiency, scalability, and stability of the data pipelines and related platforms or tools Define and manage service level agreement and data quality for all data sets Requirements: Minimum Bachelors degree in Computer Science or a related technical field Proficient in working with programming languages, such as Java and/or Scala Proficient in Hadoop, Spark, MapReduce, and Hive/Spark/Presto SQL, experience with PB batch data processing is a plus Familiar with data warehouse standard, experience with live system data warehouse is a big plus Familiar with streaming data processing using Flink and Kafka Experience in designing and operating a robust distributed system is a plus Understanding data mining or machine learning is a plus Having a passion to work intimately with data Self-motivated and takes ownership

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