Validation Test Engineer, Test Set Curation

United States·Foster CityFull-timemid

EngineeringQa Engineer

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Zoox is on an ambitious journey to develop a full-stack autonomous mobility solution for cities and safely deploy such a robotaxi solution. The System Design and Mission Assurance (SDMA) team plays a foundational role in the company's success, responsible for constructing the safety case and fail-operational design for our autonomous driving robots before public road deployment. You will be part of an organization with strong leadership and a transparent, respectful culture that enables you to reach your full potential.

Generate test sets of driving logs to evaluate the performance of the autonomous driving system

Validate and optimize the test sets to ensure they meet requirements and reflect the statistical distribution of our targeted robotaxi service.

Collaborate with cross-functional stakeholders to gather requirements and integrate test sets with our testing frameworks

Develop and maintain data pipelines and tools for efficient test set creation and management

Define and document best practices for the design, curation, and maintenance of large-scale test sets

Present findings and test-set characteristics to both technical and non-technical audiences to inform system development

Master's Degree in Data Engineering, Data Science, Quantitative Science or a related field and at least 3 years of relevant industry experience or PhD in Data Engineering, Data Science, Quantitative Science or a related field

Proficiency in Python for data analysis and scripting

Experience building and curating large test sets for statistical studies or performance analysis

Strong communication and collaboration skills for working with cross-functional teams

Experience with PySpark

Experience with big data platforms such as Databricks or AWS EMR

Professional experience in the autonomous driving domain