Senior Software Engineer, Perception, Machine Learning/Computer Vision
Core
Develop and deploy machine learning models for autonomous driving perception, including sensor fusion, object detection, tracking, and human intent understanding.
Role type
Senior IC machine learning engineer (autonomous driving perception)
Builds
Onboard ML models for Level 4 autonomous vehicles
Domain
Autonomous driving / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep learning, sensor fusion, object detection, model architecture design, Python, C++, high-performance computing
Preferred skills
Real-time model deployment, accuracy vs compute tradeoff optimization, large-scale training infrastructure
Technologies
Python, C++, deep learning frameworks
Responsibilities
Develop techniques to train models on massive data while maintaining low onboard latency, iterate on model architectures, monitor on-road performance, solve novel perception challenges
Seniority
Senior, hands-on IC
