Senior Machine Learning Engineer - Simulation Scenario Generation
仕事内容
Drive scalable AI-driven simulation scenario generation and validation tooling for autonomous testing.
Synthesize realistic scenarios with dynamic traffic and static features to support robust AV testing.
Integrate and validate LLMs/VLMs and diffusion/transformer models, leveraging agentic tool use for complex workflows.
Collaborate with internal customers and partner teams to deliver generative AI solutions for test creation.
Contribute to the safety and reliability of autonomous software through production-grade ML systems and tooling.
Bring strong Python, ML library expertise (PyTorch/JAX/NumPy) and experience with dataset creation, fine-tuning, and low-latency inference.
Synthesize realistic scenarios with dynamic traffic and static features to support robust AV testing.
Integrate and validate LLMs/VLMs and diffusion/transformer models, leveraging agentic tool use for complex workflows.
Collaborate with internal customers and partner teams to deliver generative AI solutions for test creation.
Contribute to the safety and reliability of autonomous software through production-grade ML systems and tooling.
Bring strong Python, ML library expertise (PyTorch/JAX/NumPy) and experience with dataset creation, fine-tuning, and low-latency inference.
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