Category	Tesla SI
Location	Palo Alto, California
Requisition ID	231037
Type	Full-time

Job Description

<div class="MSWordContent"><p>At Tesla SI, you will have access to unparalleled resources that set us apart from other companies in the SI industry. With the world's largest self-driving dataset, you will have a unique opportunity to develop and optimize a large-scale data engine that powers our autonomous driving systems. Tesla's extensive fleet of vehicles generates massive amounts of real-world data daily, giving you unprecedented access to diverse driving scenarios and edge cases. Additionally, Tesla offers one of the highest GPU resources per engineer in the industry. This combination of rich data and substantial infrastructure enables you to tackle data engineering challenges on a scale unmatched in the industry.</div>

Job Responsibilities

Improve end-to-end driving policy model performance with a focus in data quantity, quality, and diversity
Research and implement optimal data mixture strategies for pre-training and post-training
Develop innovative methods for data acquisition, clustering, and cleaning
Build robust metrics to track model improvements across various driving scenarios

Job Requirements

Experience in building large models and large datasets
Proficiency in Python and a deep understanding of software engineering best practices
Proficiency in deep learning frameworks such as PyTorch, TensorFlow, or JAX
Strong problem-solving skills and ability to work effectively in cross-functional teams
Strong work ethics and willingness to take on multiple roles

Tesla

Data Scaling Engineer - Self-Driving

About the Job

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Job Description

Job Responsibilities

Job Requirements

About the Company

Tesla

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