Staff Machine Learning Engineer - Mapping

Job description

High-definition 3D maps are critical for enabling fully autonomous driving. We are looking for highly motivated individuals who enjoy solving challenging real-world problems and leading projects. You will act as a technical lead on the 3D Mapping team, a diverse set of engineers who are working together to build large-scale HD mapping algorithms, processes, and pipelines. Your technical leadership will be critical as the team rapidly scales the rate at which we map new cities and the rate at which we update maps. In this role, you will: Design and develop novel algorithms and ML models for 2D/3D machine perception and mapping in real-world environments Contribute to large-scale, automated mapping pipelines Be a technical leader on the team, maintaining coding and ML development best practices and making architectural decisions Help to set the vision for the team and build out technical roadmaps Coordinate cross-functional initiatives and collaborate with engineers from Mapping, Perception, Planner, Simulation, Data Science, and more Drive the use of metrics and tools to guide development, validate algorithms, and measure progress Qualifications: - MS or PhD or equivalent experience...