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AI Engineer, Data Scaling, Self-Driving

Salary

$1.4k - $4.2k

Min Experience

0 years

Location

Palo Alto, California

JobType

full-time

About the job

Info This job is sourced from a job board

About the role

At Tesla, you will have access to unparalleled resources that set us apart from other companies in the AI 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. What You'll Do 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 What You'll Bring 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

About the company

Tesla is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to any factor, including veteran status and disability status, 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 accommodationrequest@tesla.com 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.

Skills

python
software engineering
pytorch
tensorflow
jax
deep learning