Sr. Software Engineer, PyTorch Export, AI Inference

Our AI Inference team puts ML models into production - 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 deployment, and inference of all neural networks that run on Autopilot and Optimus.

Responsibilities

• Build robust AI frameworks to lower neural networks to edge devices. Knowledge of torch export/FX transforms for the frontend, or LLVM-based compilers for the backend is preferred here
• Deploy state-of-the-art neural networks on low-precision heterogenous compute, including Tesla's in-house AI ASIC, with an aim to maximize network performance while minimizing latency
• Collaborate with AI scientists and compiler engineers to effectively run large models in low precision. The ideal candidate is familiar with recent advancements in network architectures and inference optimizations for the current state of the art models
• Design and implement custom GPU kernels (CUDA / OpenCL) for efficient training and processing of network outputs

Requirements

• Proficiency with Python
• Proficiency with PyTorch (PyTorch Export) or JAX
• Experience with ML Optimization, ML Architecture or Model Integration
• Proficiency with training and deploying neural networks for real-world AI
• Proficiency with computer systems and computer architecture
• Experience with deployment, compiler, runtime
• Experience with CUDA

Compensation and Benefits
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)
• 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.