What are the responsibilities and job description for the Software Engineer, Training Performance, AI Infrastructure position at Tesla?
As a Software Engineer within the Autopilot AI Infrastructure team, you will work on reinforcing, optimizing, and scaling our infrastructure components supporting AI research activities for Autopilot and the Tesla Bot.
At the core of our autonomy capabilities are neural networks that the research team is designing to train on very large amounts of data, across large-scale GPU clusters and our supercomputer Dojo. Robustly training these models at scale and in the shortest amount of time is critical to our mission.
Responsibilities
- Reduce wall clock time to convergence of our training jobs by identifying bottlenecks in the ML stack, from data-loading up to the GPU
- Integrate efficient, low-level code with the overall high-level training framework
- Profile our workloads and implement solutions to increase training efficiency
- Optimize workloads for efficient hardware utilization (e.g. CPU and GPU compute, data throughput, networking)
Requirements
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 :
2 medical plan options with $0 payroll deduction
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.
Salary : $104,000 - $360,000
