Senior / Staff ML Training Optimization Engineer

Requirements

• MS/PhD or Bachelors degree with a minimum of 4 years of industry experience in Computer Science, Robotics and/or similar technical field(s) of study
• Solid coding proficiency in a variety of coding languages including Python, C++ or Rust
• Experience in deep learning frameworks such as PyTorch or Jax
• Skilled in profiling CPU and GPU code using tools such as PyTorch Profiler and NVIDIA Nsight
• Open-minded and collaborative team player with willingness to help others
• Passionate about self-driving technologies, solving hard problems, and creating innovative solutions
• (Desirable) Experience in identifying when custom CUDA kernels are needed, and implementing them
• (Desirable) Experience in Bazel in a monorepo environment, and integrating third party packages into dev environments
• (Desirable) Experience with Kubernetes-based training platforms

What the job involves ...