Senior/Staff ML Training Optimization Engineer
waabi · Remote US & Canada
Description du poste
About the role
Waabi is a leader in Physical AI, building technology for autonomous trucks and robotaxis. The team is expanding and seeks a senior engineer to advance the efficiency and stability of large‑scale machine‑learning training pipelines.
Key responsibilities
- Build standardized distributed training frameworks for both research and production.
- Profile model runtime and memory to identify performance bottlenecks.
- Evaluate emerging technologies such as custom CUDA kernels, quantization‑aware training, and compilation techniques for adoption.
- Collaborate with researchers and ML engineers to define best‑practice resource‑usage patterns.
- Create and improve tooling and dashboards to drive broad adoption of optimizations.
Required profile
- MS/PhD or Bachelor’s degree with at least 4 years of industry experience in Computer Science, Robotics, or related fields.
- Strong coding proficiency in Python and at least one of C++ or Rust.
- Experience with deep‑learning frameworks such as PyTorch or Jax.
- Skilled in profiling CPU/GPU code using tools like PyTorch Profiler and NVIDIA Nsight.
- Open‑minded, collaborative team player willing to help others.
- Passion for self‑driving technologies and solving hard problems.
Required skills
- Python
- C++
- Rust
- PyTorch
- Jax
- PyTorch Profiler
- NVIDIA Nsight
- CUDA kernel development
- Quantization‑aware training
- Compilation and deployment techniques
- Bazel (monorepo environments)
- Kubernetes‑based training platforms
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waabi
Remote US & Canada
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