Machine Learning Engineer - Computer Vision
Core
Design, train, evaluate, and deploy deep neural network models for vision-based navigation, perception, and guidance on a fleet of operational unmanned vehicles.
Role type
Senior IC machine learning engineer (computer vision)
Builds
Vision and autonomy stack for unmanned systems
Domain
Defence technology / Autonomous vehicles
Deliverable
production ML models
Required skills
Deep neural network training and evaluation, Python, PyTorch, Edge compute optimization, Model deployment on real hardware, Dataset collection and annotation pipeline design
Preferred skills
Visual navigation, Visual odometry, SLAM, Object detection, Guidance and navigation and control concepts, Multi-sensor data fusion, Model quantization and distillation
Responsibilities
Build and improve models for vision-based navigation, perception, and guidance; Design and train deep neural network based computer vision models; Optimize models for deployment on edge compute; Diagnose failure modes from flight data and fix them through data or model changes
Seniority
Senior, hands-on IC
