Location: California
Category: AI & Robotics
Domain: Cars
Experience Level: All Level
Compensation: $116,000 - $360,000
Posted 8 months ago
Job Description
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 worldâs largest training clusters. Most importantly, you will see your work repeatedly shipped to and utilized by millions of Teslaâs customers.
What Youâll Do
Leverage millions of miles of driving data and interventions to build a robust and scalable end-to-end learning based self-driving system
Use cutting-edge techniques from generative modeling, imitation learning, and reinforcement learning to improve the planning and reasoning capabilities of our driving models
Experiment with data generation and fleet data collection approaches to enhance the diversity and quality of training data
Integrate directly with vehicle firmware and ship production quality, safety-critical software to the entirety of Tesla's vehicle fleet
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
We Expect You To
What Youâll Bring
Strong experience with Python, any major deep learning framework, and software engineering best practices
An "under the hood" knowledge of deep learning modern architectures, optimization, model alignment, etc.
Proven expertise in deploying production ML models for self-driving, robotics, or natural language processing at scale
Comfort with C++ to help integrate with vehicle firmware and take projects from ideas to shipped products