Machine Learning Engineer

Build scalable systems for training and fine-tuning large-scale generative models to produce realistic driving behaviors and evaluate performance.
Lead the implementation and iteration of novel RL algorithms, reward functions, and training paradigms tailored for generating high-fidelity driving behaviors.
Develop cutting-edge deep learning models and Generative AI (LLM/VLM) solutions to enhance human-led triaging, automate high-volume workflows, and perform nuanced analysis of driving behavior to detect critical anomalies.
Oversee production and optimization of ML models aiming to assess a vast fleet of vehicles, enabling robust evaluation across millions of miles.
Proactively monitor and assimilate best practices to develop RLHF-based data collection and evaluation systems.
Collaborate closely with multiple teams, other technical leads, and senior leadership to deliver on key strategic ML efforts.