Job Details

Machine Learning Engineer - Data Infrastructure, Autopilot AI

Advertiser
Tesla
Location
Palo Alto, California, United States
Rate
-
The Role: You will be part of a team of developers and deep learning experts working to design, implement, maintain, and operate systems for dataset generation, data exploration, and other supporting applications necessary to advance the state of the art in perception for autonomous driving. Responsibilities: Design and implement large-scale data processing pipelines that handle petabytes of autonomous vehicle data including images, videos, depth arrays, and human labels. Support the training of neural networks by performing tasks such as optimizing code & data formats for faster dataloading, orchestrating data auto-labeling jobs, etc. Building tools to visualize and summarize the statistics of training data to support efforts to root-cause poor label quality and improve the training procedure of our neural networks. Requirements: Strong experience with Python and software engineering best practices. Experience in system-level software and resource utilization, parallelism and Python multiprocessing, and being able to debug problems across the stack. Experience working with the underlying storage formats for various kinds of data (e.g. images, videos, depth arrays, human labels, etc). Familiarity with python libraries such as numpy, scipy, matplotlib, scikit-learn. (bonus) Understanding of machine learning concepts and experience working with deep learning training frameworks, ideally PyTorch. Tesla is an Equal Opportunity / Affirmative Action employer committed to diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state or local laws. Tesla is also committed to working with and providing reasonable accommodations to individuals with disabilities. Please let your recruiter know if you need an accommodation at any point during the interview process. For quick access to screen reading technology compatible with this site click here to download a free compatible screen reader (free step by step tutorial can be found here). Please contact for additional information or to request accommodations. Privacy is a top priority for Tesla. We build it into our products and view it as an essential part of our business. To understand more about the data we collect and process as part of your application, please view our Tesla Talent Privacy Notice.

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