Staff Software Engineer, Online Maps
Core
Lead and collaborate on perception algorithms and deep learning models to provide real-time map data for the Aurora self-driving vehicle.
Role type
Staff Machine Learning Engineer (Online Maps)
Builds
Perception solutions and online mapping technology for the Aurora Driver
Domain
Self-driving technology / Autonomous vehicles / Computer Vision
Deliverable
production ML models
Required skills
Python, C++, Deep Learning frameworks (PyTorch), Computer Vision, Machine Learning, Artificial Intelligence
Preferred skills
Self-driving vehicle experience, Robotics, Open source contributions, Top-tier academic publications
Technologies
PyTorch
Responsibilities
Lead and collaborate with the Online Maps autonomy team to improve perception algorithms; Research and develop state-of-the-art deep learning models; Develop novel verification and validation technologies; Partner with simulation and safety engineers; Build infrastructure and tests for deployment decisions; Integrate and deploy production-ready solutions.
Seniority
Staff, hands-on IC
