Level

ZooxPosted 1w ago

L3

Data Scientist - Perception Verification and Validation

Data Scientist - Perception Verification and Validation at Zoox scores 65 out of 100 on AI centrality, which makes it a Level 3 role on this board.

Boston, MAseniorFull-time$167k-$228k

AI in this role

Develop datasets and metrics to verify and validate perception systems for autonomous driving.

data-scienceperception-verificationmetricsautonomous-drivingdataset-development
We are seeking a highly skilled and experienced Data Scientist to join our Perception Verification and Validation team. The team is responsible for verifying and validating the perception stack of our autonomous driving system. The candidate will work closely with other data scientists, perception engineers, and systems engineers to develop datasets and metrics to quantify the performance of our perception system. The candidate will also help define key performance metrics that will enable perception engineers to directly measure the impact of new features on both the overall Perception stack as well as end-to-end system behavior.

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A free preview built only from this posting: what it asks for, what you could be asked in an interview, and how to adjust your resume.

Skills and AI tools this role asks for

Data SciencePerception VerificationMetricsAutonomous DrivingDataset Development

Questions you could be asked

  1. Tell me about a project where data science was part of your work. What did you do?
  2. Tell me about a project where perception verification was part of your work. What did you do?
  3. Tell me about a project where metrics was part of your work. What did you do?
  4. Tell me about a project where autonomous driving was part of your work. What did you do?
  5. Tell me about a project where dataset development was part of your work. What did you do?

Adapt your resume

  • List these exact terms on your resume: Data Science, Perception Verification, Metrics, Autonomous Driving, and Dataset Development. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them — a tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project — this role expects it to be a running habit.

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