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ZooxZooxFoster City, CA

Validation Test Engineer, Test Set Curation

Develops and curates large-scale test sets from driving logs to validate autonomous driving system performance. Requires Master's/PhD in data-related field, 3+ years experience, Python proficiency, and expertise in building test sets for statistical analysis.

152k – 220k/yr
Hybrid3+ YOEData Engineering

About the role

Responsibilities

  • 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

Qualifications

  • 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

Bonus Qualifications

  • Experience with PySpark
  • Experience with big data platforms such as Databricks or AWS EMR
  • Professional experience in the autonomous driving domain

Skills

PythonPysparkDatabricksAws EmrData PipelinesData AnalysisBig Data PlatformsTest Set Curation

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