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Posted 2 months ago

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Staff Machine Learning Engineer - Mapping

Foster City, CAOn-siteFull-time

AI Summary

Technical lead role focused on designing, implementing, and scaling 2D/3D mapping and ML models for HD maps used in autonomous driving; leads cross-functional efforts and defines technical roadmaps.

About this role

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 (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

    • Bonus Qualifications:

  • Experience with high definition (HD) maps

  • Experience with 3D computer vision, 3D reconstruction, or SLAM

  • Experience with geospatial data and coordinate systems

    • Skills

    3D Computer Vision3D ReconstructionArchitectural DesignC++Computer VisionCoordinate SystemsCross-functional LeadershipData PipelinesDebuggingDeep LearningGeospatial DataHD MapsMachine PerceptionMapping PipelinesML Model DeploymentPerformance MetricsPythonSLAM

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