Senior Machine Learning Engineer, Simulation
仕事内容
Develop production-grade ML models to assess autonomous vehicle behavior in simulation and real data.
Build scalable ML infrastructure and data systems to support high-throughput training and evaluation.
Design and implement model quality improvements, including reinforcement and transfer learning techniques.
Collaborate across teams to bring state-of-the-art methods into production-ready pipelines.
Work with Python and C++ to ship robust, maintainable software and production systems.
Contribute to simulation workflows and data-driven metrics that guide behavior understanding and evaluation.
Build scalable ML infrastructure and data systems to support high-throughput training and evaluation.
Design and implement model quality improvements, including reinforcement and transfer learning techniques.
Collaborate across teams to bring state-of-the-art methods into production-ready pipelines.
Work with Python and C++ to ship robust, maintainable software and production systems.
Contribute to simulation workflows and data-driven metrics that guide behavior understanding and evaluation.
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