Perception Engineer - Offroad
Core
Own perception outcomes for autonomous mining vehicles operating in active customer sites, adapting models to new domains and diagnosing real-world performance issues.
Role type
Senior IC perception engineer (offroad autonomy)
Builds
Perception systems and data strategies for mining autonomy product lines
Domain
Mining autonomy, offroad vehicles
Deliverable
production ML models
Required skills
systems-level understanding of perception, model failure diagnosis, build-vs-reuse tradeoffs, ambiguous requirement translation, PyTorch, ONNX, TensorRT, Docker, Python, C++
Preferred skills
internal ML pipeline/orchestration tooling, offroad autonomy experience
Responsibilities
Design and implement perception systems for new product capabilities, design data strategies for new deployments, make build-vs-reuse tradeoffs for new product lines, triage model and system issues in the field
Seniority
Senior, hands-on IC
