Robotics Software - Perception ML Engineer
Core
Building and deploying AI perception capabilities for autonomous robots performing labor-intensive tasks in dynamic outdoor construction environments.
Role type
Senior IC perception ML engineer (robotics)
Builds
Autonomous robot systems for construction infrastructure deployment
Domain
Robotics, Computer Vision, AI
Deliverable
production ML models
Required skills
perception model development, 3D scene understanding, detection, segmentation, pose estimation, tracking, 3D reconstruction, world models, VLMs, synthetic data pipelines, robotics simulation, Python, PyTorch
Preferred skills
manipulation, navigation, multimodal data integration, scalable training infrastructure
Responsibilities
Develop and deploy state-of-the-art perception models for manipulation and navigation; research and develop techniques for 3D scene understanding and world models; develop robust metrics for large vision models; build scalable training and validation infrastructure; work with multimodal data including cameras, LIDAR, and tactile sensors
Seniority
Senior, hands-on IC
