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Zoox

Posted 1 month ago

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Software Engineer - Perception / Mapping Data

Foster City, CAOn-siteFull-time

AI Summary

Design and build large-scale HD mapping data pipelines and tooling to support model benchmarking and training for autonomous driving. Collaborate with ML engineers to improve data curation, model performance, and city-scale map updates.

About this role

High-definition HD maps are foundational to enabling safe, scalable autonomous driving. We are seeking highly motivated engineers who are passionate about solving complex, real-world problems and building state-of-the-art mapping systems.

In this role, you will collaborate with a diverse, cross-functional team to design and develop large-scale HD mapping algorithms, workflows, and data pipelines. Your work will directly impact our ability to efficiently map new cities and continuously update existing maps at scale, playing a critical role in accelerating our autonomous vehicle deployment.

In this role, you will:

  • Design and build a high-quality, large-scale mapping dataset and data pipelines for training and evaluating machine learning models
  • Design and build tools for model performance benchmarking and introspection
  • Collaborate closely with machine learning engineers to define and refine data curation and model training strategies that drive measurable improvements in model accuracy and performance.
  • Collaborate cross-functionally with a variety of teams working on things such as perception, planning, prediction, simulation, etc
  • Qualifications:

  • BS or MS in Computer Science or related field and 3+ years of experience
  • Proficient in Python, TypeScript, React
  • Experience with large-scale, multi-modal datasets, and web tooling for model benchmarking and introspection
  • Ability to identify, clean, and process datasets containing high levels of noise or ambiguous classifications
  • Bonus Qualifications:

  • Proficient in C++
  • Experience in computer vision, machine learning algorithms
  • Knowledge of geospatial data and coordinate systems
  • Skills

    C++Computer VisionCoordinate SystemsData CurationData PipelinesData ProcessingGeospatial DataMachine LearningModel BenchmarkingMultimodal DatasetsNoise ReductionPythonReactTypeScriptWeb Tooling

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