Research Engineer/ Reinforcement Learning / Imitation Learning/ Self-Driving
Tesla
New York, New York
learning
research
engineer
driving
learning
driving
data
insurance
training
production
software
deep learning
medical
June 5, 2024
Tesla
New York, New York
$116000-360000/YEAR
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 systemResearch on cutting-edge techniques in multi-modal generative models, reward models and reinforcement learning to improve the planning and reasoning capabilities of our driving modelsExperiment 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 scaleExperience with imitation learning, reinforcement learning (offline/off-policy), modern neural network architectures (e.g., GPT, diffusion), or related techniques Benefits
Compensation and 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
Original job Research Engineer/ Reinforcement Learning / Imitation Learning/ Self-Driving posted on GrabJobs ©. To flag any issues with this job please use the Report Job button on GrabJobs.
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 systemResearch on cutting-edge techniques in multi-modal generative models, reward models and reinforcement learning to improve the planning and reasoning capabilities of our driving modelsExperiment 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 scaleExperience with imitation learning, reinforcement learning (offline/off-policy), modern neural network architectures (e.g., GPT, diffusion), or related techniques Benefits
Compensation and 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
Original job Research Engineer/ Reinforcement Learning / Imitation Learning/ Self-Driving posted on GrabJobs ©. To flag any issues with this job please use the Report Job button on GrabJobs.
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