Autonomy Droid Perception SWE
Core
Design and implement cloud- and on-premises computer vision and machine learning models for on-device perception systems in robotics and autonomy.
Role type
Senior/Staff Machine Learning Engineer (Autonomy/Perception)
Builds
Production ML models for semantic segmentation, 4D geometry, and preference modeling; data pipelines and training infrastructure.
Domain
Robotics, Autonomous Systems, Computer Vision, Remote Sensing
Deliverable
production ML models
Required skills
Deep learning model development, 3D geometry understanding, semantic segmentation, classical computer vision (camera calibration, epipolar geometry, structure-from-motion), CNN/Transformer architectures, distributed training systems, model deployment in robotics
Preferred skills
Experience with foundation-style models, real-world high-stakes robotics deployment, roadmap creation for new ML efforts
Technologies
CNN, Transformer, distributed training systems
Responsibilities
Train, fine-tune, and optimize models for semantic segmentation and 4D geometry; build tools for model evaluation and data annotation; lead architectural decisions and experimentation; own roadmaps for offboard models.
Seniority
Senior (hands-on IC) / Staff (strategy & mentorship)