Staff Machine Learning Engineer - Mapping

United States·Foster CityFull-timelead

Data ScienceOtherMachine Learning EngineerStaff Machine Learning EngineerData & AI

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Overview

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.

Technical Tools

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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.

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

MS or PhD or equivalent experience (5+ years) in Computer Science or related field

Experience in computer vision or robotics

Experience with training and deploying deep learning models

Proficiency in Python and/or C++

Experience leading cross-functional projects

Experience with high definition (HD) maps