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Research Engineer, Reinforcement Learning and Imitation Learning, Autopilot AI
Tesla Motors Palo Alto, CA
$117k-149k (estimate)
Full Time | Durable Manufacturing 10 Months Ago
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Tesla Motors is Hiring a Research Engineer, Reinforcement Learning and Imitation Learning, Autopilot AI Near Palo Alto, CA

Research Engineer, Reinforcement Learning and Imitation Learning, Autopilot AI
Job CategoryAutopilot & Robotics
LocationPALO ALTO, California
Req. ID187690
Job TypeFull-time

Tesla participates in the E-Verify Program

What to Expect

Tesla is looking for strong Machine Learning engineers to help build foundation models for robotics to drive the future of autonomy across all current and future generations of vehicles. You will work on a lean team without boundaries and have access to one of the world's largest training clusters. Most importantly, you will see your work repeatedly shipped to and utilized by millions of Tesla's customers.

What You'll Do
  • Leverage millions of miles of driving data and interventions to build a robust and scalable end-to-end learning based self-driving system.
  • Research on cutting-edge techniques in multi-modal generative models, reward models and reinforcement learning to improve the planning and reasoning capabilities of our driving models.
  • Experiment with data generation and network driven data collection approaches to enhance the diversity and quality of training data
  • Ship production quality, safety-critical software to the entirety of Tesla's vehicle fleet
What You'll Bring
  • Strong experience with Python and software engineering best practices
  • Experience with Pytorch or another major deep learning framework
  • An "under the hood" knowledge of deep learning: layer details, loss functions, optimization, etc.
  • Proven expertise in deploying production ML models for self-driving, computer vision, or natural language processing at scale.
  • Experience with Imitation Learning, Reinforcement Learning (offline/off-policy), modern Neural Network architectures (e.g., GPT, Diffusion), or related techniques.
Compensation and Benefits
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)
  • LGBTQ care concierge services
  • 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

$116,000 - $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 / 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.

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Job Summary

JOB TYPE

Full Time

INDUSTRY

Durable Manufacturing

SALARY

$117k-149k (estimate)

POST DATE

07/30/2023

EXPIRATION DATE

04/28/2024

WEBSITE

alextechweek.com

HEADQUARTERS

TORONTO, ONTARIO

SIZE

500 - 1,000

FOUNDED

2002

REVENUE

$500M - $1B

INDUSTRY

Durable Manufacturing

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