Ml Infrastructure Engineer, Autopilot Ai / Tesla Bot (Pytorch, Distributed Systems)

What To Expect
As a Software Engineer within the Autopilot AI group, you will work reinforcing, optimizing, and scaling our neural network training & auto-labeling infrastructure both for Autopilot and the Humanoid robot.
At the core of our autonomy capabilities are multiple neural networks that the Deep Learning team is designing to train on very large amounts of data, across large-scale GPU clusters and soon our supercomputer Dojo. Robustly training networks at scale, should it be for production models or quick experiments, and completing them in the shortest amount of time possible, is critical to our mission.
What You’ll Do

• Profile our workloads and implement solutions to increase training efficiency.
• Optimizing for efficient hardware utilization (e.g. CPU and GPU compute, data throughput, networking).
• Bringing down wall clock time of our training jobs through identify bottlenecks in the ML stack, from data-loading up to the GPU.

What You’ll Bring

• Demonstrated experience in profiling CPU/GPU code.
• Experience with at least one deep learning framework (ideally in PyTorch).
• Optional: Experience programming in C/C++ and CUDA.
• Experience programming in Python.
• Optional: Experience with high-performance networking (e.g. Infiniband, RDMA, NCCL).
• Proficient in system-level software, in particular hardware-software interactions and resource utilization.

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
$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.
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