AI Research Engineer, Data Scaling, Self-Driving
Description For AI Research Engineer, Data Scaling, Self-Driving
Tesla is seeking an AI Research Engineer to join their self-driving technology team, offering an unprecedented opportunity to work with the world's largest self-driving dataset. This role combines cutting-edge AI research with practical applications in autonomous driving. You'll have access to extensive GPU resources and work with Tesla's massive fleet-generated real-world data.
The position focuses on improving autonomous driving systems through sophisticated data engineering and model optimization. You'll be responsible for developing innovative strategies for data handling, from acquisition to preprocessing, and implementing advanced machine learning techniques to enhance driving policy models.
This is an ideal opportunity for an experienced machine learning engineer who wants to make a direct impact on the future of autonomous driving. You'll work with state-of-the-art technology and data at a scale unmatched in the industry, while being part of Tesla's mission to accelerate the world's transition to sustainable transportation.
The role offers competitive compensation, comprehensive benefits, and the chance to work with some of the best minds in AI and autonomous driving. Tesla's unique position in the market, combining AI expertise with real-world applications, makes this an unparalleled opportunity for professional growth and innovation.
Responsibilities For AI Research Engineer, Data Scaling, Self-Driving
- 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
Requirements For AI Research Engineer, Data Scaling, Self-Driving
- 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
Benefits For AI Research Engineer, Data Scaling, Self-Driving
- Medical insurance with $0 payroll deduction options
- Family-building, fertility, adoption and surrogacy benefits
- Dental and vision plans with $0 paycheck contribution options
- Health Savings Account (HSA) with company contribution
- Healthcare and Dependent Care Flexible Spending Accounts (FSA)
- LGBTQ+ care concierge services
- 401(k) with employer match
- Employee Stock Purchase Plans
- Life, AD&D, short-term and long-term disability insurance
- Employee Assistance Program
- Sick and Vacation time
- Back-up childcare and parenting support
- Critical illness, hospital indemnity, accident insurance
- Weight Loss and Tobacco Cessation Programs
- Tesla Babies program
- Commuter benefits
- Employee discounts and perks program
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