Sr. AI Perception Engineer

Anyware Robotics builds general-purpose mobile manipulator robots for industrial applications. The Senior AI Perception Engineer will advance the production 3D AI perception stack for warehouse automation robots, owning perception capabilities from problem definition and development through deployment, monitoring, and production improvement.

Responsibilities:

• Build 3D AI perception on physical systems, hands-on — develop robust object localization, pose estimation, and scene reconstruction models and pipelines using RGB-D and other sensing modalities, running on robot compute within application cycle-time constraints
• Own perception capabilities end to end — from problem definition and prototyping through deployment, monitoring, failure analysis, and production improvement within Anyware's existing perception stack
• Improve perception reliability on physical robots — diagnose and fix failures caused by difficult scenes, changing lighting, sensor noise, and gaps between training data and customer environments
• Strengthen production readiness — better data, evaluation, regression testing, release criteria, observability, and systematic root-cause analysis of field failures
• Make pragmatic engineering tradeoffs across the robot system — balance accuracy, robustness, latency, compute cost, data availability, maintainability, and delivery timelines while integrating perception reliably with planning, manipulation, controls, and system software