AI Research Engineer, Data Scaling, Self-Driving

Tesla, Inc.; Palo Alto (CA); On-site; USD 140,000 - 360,000; Full time

Job summary

An innovative company is seeking an AI Research Engineer to enhance self-driving technology through data scaling. This role offers a unique opportunity to work with the world's largest self-driving dataset and leverage extensive GPU resources. You will be responsible for improving model performance, implementing data strategies, and developing metrics to track improvements. Join a dynamic team where your contributions will drive advancements in autonomous driving systems. If you are passionate about AI and data engineering, this position is perfect for you.

Benefits

Aetna PPO and HSA plans

Family-building and fertility benefits

Dental and vision plans

401(k) with employer match

Employee Stock Purchase Plans

Company paid life insurance

Employee Assistance Program

Sick and vacation time

Back-up childcare support

Employee discounts and perks program

Qualifications

• Experience in building large models and datasets is essential.
• Proficiency in Python and deep learning frameworks is required.

Responsibilities

• Improve driving policy model performance focusing on data quality and diversity.
• Develop methods for data acquisition, clustering, and cleaning.

Skills

Python

Deep Learning

Software Engineering Best Practices

Problem-Solving

Cross-Functional Teamwork

Tools

PyTorch

TensorFlow

JAX

Job description

AI Research Engineer, Data Scaling, Self-Driving

Job Category: AI & Robotics

Location: [Location]

Req. ID: 231037

Job Type: Full-time

What to Expect:

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

Compensation and Benefits:

Along with competitive pay, as a full-time Tesla employee, you are eligible for the following benefits at day 1 of hire:

• Aetna PPO and HSA plans > 2 medical plan options with $0 payroll deduction
• Family-building, fertility, adoption and surrogacy benefits
• Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
• Company Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSA
• Healthcare and Dependent Care Flexible Spending Accounts (FSA)
• 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
• Company paid Basic Life, AD&D, short-term and long-term disability insurance
• Employee Assistance Program
• Sick and Vacation time (Flex time for salary positions), and Paid Holidays
• Back-up childcare and parenting support resources
• Voluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insurance
• Weight Loss and Tobacco Cessation Programs
• Tesla Babies program
• Commuter benefits
• Employee discounts and perks program

Expected Compensation:

$140,000 - $360,000/annual salary + cash and stock awards + benefits.
Pay offered may vary depending on multiple individualized factors, including market location, job-related knowledge, skills, and experience. The total compensation package for this position may also include other elements dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment.

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.

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.