Reinforcement Learning Engineer, Self-Driving
Tesla · Palo Alto, CA · 3 mo ago
On-siteManagement$176k–$420k/yrFull-time
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
- 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
What You'll 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
Benefits
- Competitive pay
- Medical plans
- Fertility, adoption, and surrogacy benefits
- Dental and vision plans
- HSA contribution
- Healthcare and Dependent Care FSA
- 401(k) with employer match
- Employee Stock Purchase Plans
- Other financial benefits
- Basic life, AD&D, short-term and long-term disability insurance
- Employee Assistance Program
- Sick and Vacation time
- Paid holidays
- Commuter benefits
- Employee discounts and perks program
Expected Compensation
$176,000 - $420,000/annual salary + cash and stock awards + benefits