Data Scientist - Mapping

@ Zoox
Zooxzoox.com

Data Scientist - Mapping

Posted 1 month ago

This job is still taking applications, but it's been up a while.

About the job

Zoox is building autonomous vehicles and mapping systems. This role involves designing mapping datasets, algorithms, and collaborating with teams to enhance autonomous driving technology.

Requirements

  • BS or MS in Computer Science
  • 3+ years of experience
  • Proficient in Python
  • Strong statistical knowledge
  • Experience with large datasets

Qualifications

  • Degree in relevant field
  • Experience in data analysis
  • Knowledge of datasets with noise
  • Strong problem-solving skills

Full job description

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 a related field and 3+ years of experience

  • Experience in computer vision and machine learning algorithms

  • Proficient in Python 

  • Strong Statistical Foundations: Deep understanding of hypothesis testing, experimental design, regression analysis, non-parametric/resampling methods (e.g., bootstrapping, permutation tests), and time-series analysis handling autocorrelated data.

  • Experience with large-scale, multi-modal datasets, benchmarking and introspection

  • Ability to identify, clean, and process datasets containing high levels of noise or ambiguous classifications


    • Bonus Qualifications:

  • Experience with Perception systems 

  • Knowledge of geospatial data and coordinate systems

  • Ability to write highly complex, optimized SQL queries for massive distributed databases

  • Databricks experience



    • About Zoox

    Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, Zoox aims to provide the next generation of mobility-as-a-service in urban environments. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.


    Accommodations

    If you need an accommodation to participate in the application or interview process please reach out to accommodations@zoox.com or your assigned recruiter.

    A Final Note:

    You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.

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