Simulation AI Engineer, Autopilot Simulation

Autopilot is of critical importance to Tesla's mission. It is safer, makes driving more enjoyable, and will ultimately deliver on the promise of self-driving cars. As a member of Tesla's Autopilot Simulation team, you will be in a unique position to accelerate the pace at which Autopilot improves over time. The main ways in which the simulation team realizes this through building tools that enable Autopilot software developers to perform virtual test drives instead of real ones, testing all Autopilot software releases for regressive behavior and generating synthetic data sets for neural network training. As a Simulation AI Engineer you will be utilizing the Autopilot simulator on Tesla's training cluster to evaluate full-self driving models, generate synthetic datasets and train the in-car neural networks. Data is a key ingredient in deep learning systems and Tesla relies on both fleet learning and simulation to provides unique additional advantages. What You’ll Do Setting up data pipelines to train and evaluate neural networks Improving network robustness with/to simulation Procedurally generating and curating dataset that are varied and as realistic possible Running neural network training experiments and iterating on metrics Your objective will be to expanding the scope of simulation processes to provide greater utility across closed-loop evaluation techniques, data generation and synthetic training What You’ll Bring Strong programming skills, especially Python Strong engineering skills and proven track record of exceptional ability (i.e. you personally solved difficult problems that moved the needle on meaningful projects) Experience with data science: analyzing large datasets using tools including Python scripting, NumPy, SciPy, Matplotlib, Pandas, Jupyter Notebooks, Bash scripting, Linux environment Familiarity with deep learning fundamentals; experience training neural networks and analyzing results, especially with computer vision Some experience with C++, simulation techniques, 3D geometry and computer graphics Passionate about accelerating the world’s transition to sustainable energy and pushing the state of the art in real world AI Compensation and Benefits Benefits 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 $104,000 - $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 is an Equal Opportunity / Affimative Action employer committed to diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state or local laws. Tesla is also committed to working with and providing reasonable accommodations to individuals with disabilities. Please let your recruiter know if you need an accommodation at any point during the interview process. For quick access to screen reading technology compatible with this site click here to download a free compatible screen reader (free step by step tutorial can be found here). Please contact View email address on click.appcast.io for additional information or to request accommodations. #J-18808-Ljbffr Tesla