Applied Researcher - Deployment Intelligence

As an Applied Researcher on the AI Research team, you’ll own the gap between “works in the lab” and “works at a new customer site, forever”: mining fleet sensor and video data for failure modes, building the monitoring that catches problems before customers do, and turning deployment data into continuous, measurable model improvement. Our models don’t stop learning at deployment. A growing fleet of robots is generating real production data every day, and closing that gap is a research problem, not just an ops one.

This is a hands-on, ship-it role. We care far more about whether you can land a real improvement on the fleet than about producing research for its own sake.