Applied Researcher - Deployment Intelligence & Continuous Learning

Own the research-to-production loop for a fleet of real-world robots. Mine high-frequency multimodal sensor and video data to identify failure modes, drift, and regressions, then design monitoring and continuous learning pipelines. Apply reinforcement learning (including offline RL and RL fine-tuning) to improve policies from deployment data. Partner with Research, Data, and Deployment teams to ship measurable model improvements.