Machine Learning Engineer
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仕事内容
Build scalable systems to train and fine-tune large-scale generative models to simulate realistic driving behaviors and evaluate driving scenarios.
Lead the design and iteration of RL algorithms, reward functions, and training paradigms aimed at high-fidelity, insightful driving behaviors.
Develop cutting-edge deep learning and generative AI solutions (LLMs, VLMs) to automate triage, enhance workflow efficiency, and analyze driving data for anomalies.
Oversee production-grade ML models that monitor a diverse fleet and scale with millions of miles of data.
Drive RLHF-inspired data collection and evaluation processes, adopting best practices from industry to improve human preference-based learning.
Collaborate with Prediction, Planning, and Research teams and senior leadership to deliver on strategic ML initiatives.
Lead the design and iteration of RL algorithms, reward functions, and training paradigms aimed at high-fidelity, insightful driving behaviors.
Develop cutting-edge deep learning and generative AI solutions (LLMs, VLMs) to automate triage, enhance workflow efficiency, and analyze driving data for anomalies.
Oversee production-grade ML models that monitor a diverse fleet and scale with millions of miles of data.
Drive RLHF-inspired data collection and evaluation processes, adopting best practices from industry to improve human preference-based learning.
Collaborate with Prediction, Planning, and Research teams and senior leadership to deliver on strategic ML initiatives.
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