Software Engineer, Training Performance, AI Infrastructure
4 days ago
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 Optimus.
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. Robustly training these models at scale and in the shortest amount of time is critical to our mission.
What You'll Do- 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)
What You'll Bring
- Members of the Autopilot AI Infrastructure team are expected to be adaptable to the dynamic requirements of AI research and capable of contributing across all parts of the AI training software stack
- Practical experience programming in Python and/or C/C++
- Experience programming in CUDA, cuDNN or Triton, particularly in the context of operations used in AI workloads
- Experience profiling and optimizing CPU-GPU interactions (pipelining computation with data transfers, etc.)
- Experience working with training frameworks (ideally PyTorch)
- Proficient in system-level software, in particular hardware-software interactions and resource utilization
- Experience with parallel programming concepts and primitives
- Understanding of modern machine learning concepts and state of the art deep learning
- Experience scaling neural network training jobs across many GPUs
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
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.
-
Palo Alto, CA, United States Tesla Full timeWhat to Expect 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 Optimus. At the core of our autonomy capabilities are neural networks that the research team is designing to train on very large amounts...
-
Software Engineer, AI Hardware Infrastructure
2 weeks ago
Palo Alto, CA, United States Tesla Full timeWhat to Expect As a member of the AIHW Infra team, you will play a critical role in supporting Tesla's AI hardware initiatives by developing automation, infrastructure, and services. Join a dynamic team of engineers dedicated to accelerating workloads through collaboration with AI HW design teams and High-Performance Computing (HPC) groups. Your primary...
-
Palo Alto, CA, United States Tesla Full timeWhat to Expect As a member of the AIHW Infra team, you will play a critical role in supporting Tesla's AI hardware initiatives by developing automation, infrastructure, and services. Join a dynamic team of engineers dedicated to accelerating workloads through collaboration with AI HW design teams and High-Performance Computing (HPC) groups. Your primary...
-
Software Engineer
7 days ago
Palo Alto, CA, United States Clockwork Inc Full timeAbout UsClockwork.io - A Software-Driven Revolution in AI Networking Clockwork Systems was founded by Stanford researchers and veteran systems engineers who share a vision for redefining the foundations of distributed computing. As AI workloads grow increasingly complex, traditional infrastructure struggles to meet the demands of performance, reliability,...
-
Software Engineer
1 week ago
Palo Alto, CA, United States Clockwork Inc Full timeAbout UsClockwork.io - A Software-Driven Revolution in AI Networking Clockwork Systems was founded by Stanford researchers and veteran systems engineers who share a vision for redefining the foundations of distributed computing. As AI workloads grow increasingly complex, traditional infrastructure struggles to meet the demands of performance, reliability,...
-
Palo Alto, CA, United States Tesla Full timeWhat to Expect 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 Optimus. At the core of our autonomy capabilities are neural networks that the research team is designing to train on very large amounts...
-
Software Engineer, Cloud
7 days ago
Palo Alto, CA, United States 1X Technologies AS Full timeSoftware Engineer, Cloud & Infrastructure | Software Engineering Palo Alto, CA (on-site)About 1X We build humanoid robots that work alongside people to solve labor shortages and create abundance. The Role As the Software Engineer, Cloud & Infrastructure, you will own the design and execution of all software connecting the physical and digital layers of 1X's...
-
Software Engineer, Cloud
1 week ago
Palo Alto, CA, United States 1X Technologies AS Full timeSoftware Engineer, Cloud & Infrastructure | Software Engineering Palo Alto, CA (on-site)About 1X We build humanoid robots that work alongside people to solve labor shortages and create abundance. The Role As the Software Engineer, Cloud & Infrastructure, you will own the design and execution of all software connecting the physical and digital layers of 1X's...
-
Software Engineer, AI Performance Modeling
4 days ago
Palo Alto, CA, United States Tesla Full timeWhat to Expect The AI co-design team is dedicated to developing and optimizing AI systems that can scale efficiently to thousands of compute nodes, enabling large-scale training, reinforcement learning at scale, and real-time inference for Autopilot and Optimus. Our goal is to push the boundaries of performance, power, and latency on our custom-designed...
-
Software Engineer, AI Performance Modeling
3 days ago
Palo Alto, CA, United States Tesla Full timeWhat to Expect The AI co-design team is dedicated to developing and optimizing AI systems that can scale efficiently to thousands of compute nodes, enabling large-scale training, reinforcement learning at scale, and real-time inference for Autopilot and Optimus. Our goal is to push the boundaries of performance, power, and latency on our custom-designed...
