Autonomy Droid Perception SWE - Onboard Systems
Core
Build real-time 3D perception ML models that transform camera inputs into scene geometry and semantics for mission planning in autonomous drone delivery.
Role type
Senior/Staff IC machine-learning engineer (autonomous systems)
Builds
Onboard perception systems for autonomous drone delivery
Domain
Logistics + Robotics
Deliverable
production ML models
Required skills
deep learning-based perception systems, 3D geometry, semantic segmentation, learned multi-view stereo, classical computer vision, robotics fundamentals, CNN and transformer architectures, model optimization for resource-constrained hardware
Preferred skills
ML experience on hardware applications, full ML lifecycle ownership, cross-functional system design
Technologies
TensorRT, NVIDIA Jetson, CNN, transformers
Responsibilities
Implement, train and evaluate real-time 3D perception models; Deploy and optimize models for onboard compute constraints; Build visualization and evaluation tooling; Collaborate with motion planning teams to define system interfaces
Seniority
Senior (5+ years, hands-on IC) / Staff (8+ years, strategy & mentorship)