Reinforcement Learning Engineer, Policy, Optimus
3 hours ago
Tesla AI is solving robust embodied intelligence through humanoid robots.The goal ofourreinforcement learningteamis to build anddemonstratea general robot learning system that canleverageAI to perform complex physical tasks, ranging from full body locomotion, precise manipulation, and more.Our reinforcement and imitation learningengineersare responsible forend-to-end robotic learningand own this stack frominceptionto deployment. Most importantly, you will see your work repeatedly shippedto andutilizedby thousands of humanoid robots in real world applications.
What You'll Do- Develop end-to-end robotic learning with either reinforcement or imitation learning
- Reinforcing correct set of actions, rewarding correct behavior and negating incorrect behavior (with real-time action/reward feedback loops)
- Perform a large number of instructions and generalize new tasks with different objects and environments
- Learn to perform dexterous tasks using high degree of freedom hands
- Learn different robot policies to solve language-conditioned tasks from vision
- Ship production quality, safety-critical software
What You'll Bring
- Experience in end-to-end robotic learning, with either imitation or reinforcement learning
- Experience writing production-level Python (including Numpy and Pytorch)
- Experience with distributed deep learning systems
- Exposure to robot learning through tactile and/or vision-based sensors is a plus
- Proven track record of training and deploying real world neural networks
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)
- 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
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.
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