Machine Learning Engineer, Reinforcement Learning, Self-Driving
Tesla
Machine Learning Engineer, Reinforcement Learning, Self-Driving
Job Description
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.
Locations
- Palo Alto, California, United States
Salary
140,000 - 420,000 USD / yearly
Estimated Salary Rangehigh confidence
180,000 - 350,000 USD / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- Pythonintermediate
- major deep learning frameworkintermediate
- software engineering best practicesintermediate
- deep learning modern architecturesintermediate
- optimizationintermediate
- model alignmentintermediate
- deploying production ML modelsintermediate
- self-drivingintermediate
- roboticsintermediate
- natural language processingintermediate
- C++intermediate
- integrate with vehicle firmwareintermediate
- generative modelingintermediate
- imitation learningintermediate
- reinforcement learningintermediate
- data generationintermediate
- fleet data collectionintermediate
Required Qualifications
- Strong experience with Python, any major deep learning framework, and software engineering best practices (experience)
- An "under the hood" knowledge of deep learning modern architectures, optimization, model alignment, etc. (experience)
- Proven expertise in deploying production ML models for self-driving, robotics, or natural language processing at scale (experience)
- Comfort with C++ to help integrate with vehicle firmware and take projects from ideas to shipped products (experience)
Responsibilities
- 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
Benefits
- general: Aetna PPO and HSA plans > 2 medical plan options with $0 payroll deduction
- general: Family-building, fertility, adoption and surrogacy benefits
- general: Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
- general: Company Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSA
- general: Healthcare and Dependent Care Flexible Spending Accounts (FSA)
- general: 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
- general: Company paid Basic Life, AD&D, short-term and long-term disability insurance
- general: Employee Assistance Program
- general: Sick and Vacation time (Flex time for salary positions), and Paid Holidays
- general: Back-up childcare and parenting support resources
- general: Voluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insurance
- general: Weight Loss and Tobacco Cessation Programs
- general: Tesla Babies program
- general: Commuter benefits
- general: Employee discounts and perks program
Tags & Categories
Machine Learning Engineer, Reinforcement Learning, Self-Driving
Tesla
Machine Learning Engineer, Reinforcement Learning, Self-Driving
Job Description
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.
Locations
- Palo Alto, California, United States
Salary
140,000 - 420,000 USD / yearly
Estimated Salary Rangehigh confidence
180,000 - 350,000 USD / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- Pythonintermediate
- major deep learning frameworkintermediate
- software engineering best practicesintermediate
- deep learning modern architecturesintermediate
- optimizationintermediate
- model alignmentintermediate
- deploying production ML modelsintermediate
- self-drivingintermediate
- roboticsintermediate
- natural language processingintermediate
- C++intermediate
- integrate with vehicle firmwareintermediate
- generative modelingintermediate
- imitation learningintermediate
- reinforcement learningintermediate
- data generationintermediate
- fleet data collectionintermediate
Required Qualifications
- Strong experience with Python, any major deep learning framework, and software engineering best practices (experience)
- An "under the hood" knowledge of deep learning modern architectures, optimization, model alignment, etc. (experience)
- Proven expertise in deploying production ML models for self-driving, robotics, or natural language processing at scale (experience)
- Comfort with C++ to help integrate with vehicle firmware and take projects from ideas to shipped products (experience)
Responsibilities
- 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
Benefits
- general: Aetna PPO and HSA plans > 2 medical plan options with $0 payroll deduction
- general: Family-building, fertility, adoption and surrogacy benefits
- general: Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
- general: Company Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSA
- general: Healthcare and Dependent Care Flexible Spending Accounts (FSA)
- general: 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
- general: Company paid Basic Life, AD&D, short-term and long-term disability insurance
- general: Employee Assistance Program
- general: Sick and Vacation time (Flex time for salary positions), and Paid Holidays
- general: Back-up childcare and parenting support resources
- general: Voluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insurance
- general: Weight Loss and Tobacco Cessation Programs
- general: Tesla Babies program
- general: Commuter benefits
- general: Employee discounts and perks program
Tags & Categories