Tesla
Software Engineer, Generalist, AI Inference
Tesla, Palo Alto, California, United States, 94306
Our team productionalizes ML models - we train and deploy large neural networks for efficient inference on compute-constrained edge devices (CPU / GPU / AI ASIC). The nature of this role is multi-disciplinary - you will work at the intersection of machine learning and systems by building the ML frameworks and infrastructure that enable the seamless training, deployment, and inference of all neural networks that run on Autopilot and Optimus.
Responsibilities
Build robust AI frameworks to lower neural networks to edge devicesBuild robust AI infrastructure to train and fine-tune networks for Autopilot and Optimus on large GPU clustersDeploy state-of-the-art neural networks on heterogenous compute, including Tesla's in-house AI ASIC, with an aim to maximize network performance while minimizing latencyCollaborate with AI scientists and compiler engineers to effectively compress large models to run in low precisionDesign and implement custom GPU kernels (CUDA / OpenCL) for efficient training and post-processing of network outputsRequirements
Proficiency with Python and C++, including modern C++ (14/17/20)Proficiency with PyTorch or another machine learning frameworkProficiency with training and deploying neural networks for real-world AIProficiency with computer systems and computer architectureExperience with CUDACompensation and BenefitsBenefits
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 deductionFamily-building, fertility, adoption and surrogacy benefitsDental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contributionCompany Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSAHealthcare and Dependent Care Flexible Spending Accounts (FSA)LGBTQ+ care concierge services401(k) with employer match, Employee Stock Purchase Plans, and other financial benefitsCompany paid Basic Life, AD&D, short-term and long-term disability insuranceEmployee Assistance ProgramSick and Vacation time (Flex time for salary positions), and Paid HolidaysBack-up childcare and parenting support resourcesVoluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insuranceWeight Loss and Tobacco Cessation ProgramsTesla Babies programCommuter benefitsEmployee discounts and perks programExpected Compensation
$104,000 - $360,000/annual salary, depending on level + 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.
Responsibilities
Build robust AI frameworks to lower neural networks to edge devicesBuild robust AI infrastructure to train and fine-tune networks for Autopilot and Optimus on large GPU clustersDeploy state-of-the-art neural networks on heterogenous compute, including Tesla's in-house AI ASIC, with an aim to maximize network performance while minimizing latencyCollaborate with AI scientists and compiler engineers to effectively compress large models to run in low precisionDesign and implement custom GPU kernels (CUDA / OpenCL) for efficient training and post-processing of network outputsRequirements
Proficiency with Python and C++, including modern C++ (14/17/20)Proficiency with PyTorch or another machine learning frameworkProficiency with training and deploying neural networks for real-world AIProficiency with computer systems and computer architectureExperience with CUDACompensation and BenefitsBenefits
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 deductionFamily-building, fertility, adoption and surrogacy benefitsDental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contributionCompany Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSAHealthcare and Dependent Care Flexible Spending Accounts (FSA)LGBTQ+ care concierge services401(k) with employer match, Employee Stock Purchase Plans, and other financial benefitsCompany paid Basic Life, AD&D, short-term and long-term disability insuranceEmployee Assistance ProgramSick and Vacation time (Flex time for salary positions), and Paid HolidaysBack-up childcare and parenting support resourcesVoluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insuranceWeight Loss and Tobacco Cessation ProgramsTesla Babies programCommuter benefitsEmployee discounts and perks programExpected Compensation
$104,000 - $360,000/annual salary, depending on level + 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.