Software Engineer, ML Efficiency
- Enable the team to develop large scale end-to-end driving models with high hardware efficiency, reliable training and inference, and good developer experience
- Participate in model design from a hardware-efficiency's perspective
- Partner with other Waymo and Google teams to collaborate on infra work
- Bachelor degree in Computer Science, similar technical field of study, or equivalent practical experience
- Proficiency in writing and debugging Python/numpy-style code
- Proficiency and in-depth knowledge of the inner workings of an ML framework (e.g. Pytorch, JAX, Tensorflow)
- Proficiency in system performance: parallelism, buffering/prefetching and pipelining, and asynchronicity
- Experience with large scale system reliability and failure-resilience/recovery
- Expertise in ML accelerator programming, including but not limited to CUDA, Triton, or ML compilers
- Knowledge of hardware micro-architectures and instruction sets
- Proficiency in C++
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