特斯拉Data Engineer
社招全职AI与数据分析地点:上海状态:招聘
工作描述
The Role We're looking for a Data Engineer to join our Data Engineering team and play a pivotal role in shaping how Tesla leverages data across its Sales, Delivery, and Service lifecycle. You'll design, build, and scale our Enterprise Data Warehouse and AI/BI-powered intelligent solutions — directly impacting how the entire organization makes decisions, optimizes operations, and delivers on Tesla's mission. This is a high-visibility role with the opportunity to work at the intersection of large-scale data engineering and applied AI, building systems that serve teams and factories across the globe. Responsibilities: Architect & Deliver enterprise-grade Data Warehouse solutions in fast-paced, deadline-driven environments. Build & Optimize ETL/ELT pipelines at scale using Spark, Flink, and related technologies. Design Real-Time Data Infrastructure — implement streaming and event-driven archite…
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包括英文材料
ETL+
https://www.ibm.com/think/topics/etl
ETL—meaning extract, transform, load—is a data integration process that combines, cleans and organizes data from multiple sources into a single, consistent data set for storage in a data warehouse, data lake or other target system.
https://www.youtube.com/watch?v=OW5OgsLpDCQ
It explains what ETL is and what it can do for you to improve your data analysis and productivity.
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.
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.
Kafka+
https://developer.confluent.io/what-is-apache-kafka/
https://www.youtube.com/watch?v=CU44hKLMg7k
https://www.youtube.com/watch?v=j4bqyAMMb7o&list=PLa7VYi0yPIH0KbnJQcMv5N9iW8HkZHztH
In this Apache Kafka fundamentals course, we introduce you to the basic Apache Kafka elements and APIs, as well as the broader Kafka ecosystem.
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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