ML Perception Software Engineer
Core
Building perception modules and 4D world representations for autonomous vehicle stacks to enable self-driving navigation.
Role type
Senior IC machine-learning engineer (perception/autonomy)
Builds
Perception algorithms, world models, and autonomy software for autonomous vehicles
Domain
Autonomous driving, computer vision, machine learning
Deliverable
production ML models
Required skills
C++, Python, machine learning model development, real-world perception system design, algorithm training and modification, data pipeline integration
Preferred skills
MSc/PhD in perception, modern ML-based perception for autonomous systems, computer vision trends (reconstruction, diffusion, world models, pre-training)
Technologies
C++, Python, ML frameworks (implied by context)
Responsibilities
Train and create beyond-SOTA algorithms for world representations; test and evaluate algorithms on real vehicles; collaborate with data and research teams to deploy autonomy software to production
Seniority
Mid-to-Senior, hands-on IC
