Perception Engineer
Core
Develop computer vision and machine learning solutions for autonomous vehicle perception systems for object and signal recognition.
Role type
Senior IC machine-learning engineer (autonomous vehicle perception)
Builds
Production perception software integrating trained ML models with on-car software for autonomous vehicles
Domain
Autonomous vehicles / Computer vision / Machine learning
Deliverable
production ML models
Required skills
Python, C++, PyTorch, GPU training, TensorRT/CUDA, CI/CD pipelines, Git, model deployment, robotics integration, algorithm testing/debugging, acceleration and inference optimization
Preferred skills
Experience in automotive industry software development
Technologies
Python, C++, PyTorch, TensorRT, CUDA, Git
Responsibilities
Design, develop, implement, and debug features in production perception software; Integrate perception algorithms and trained ML models with on-car software; Architect software workflows for preparing data from multiple sensors; Design evaluation processes and custom testing tools; Train and deploy new AI models; Analyze model performance and identify improvements; Research/evaluate emerging technologies to enhance AI models
Seniority
Mid-level (2 years experience required)
