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Senior Test Engineer - Metrics Quality

Avride
Location
Austin, Texas
Posted
19 days ago
Department
Autonomous Vehicles / Motion planning / Offline testing
What they actually want (must-haves)
  • 6+ years in software testing or test engineering, with real depth in data-heavy or analytical systems
  • Strong Python and SQL skills
  • Statistical literacy including understanding of distributions, variance, and sample size
  • Product thinking with an emphasis on understanding the purpose of metrics
  • Ability to communicate findings with evidence and engage in discussions about metric behavior
  • Fluent use of LLMs for analysis and test-data generation
Nice to have
  • Experience with autonomous vehicles, robotics, or evaluation of machine learning systems
  • Familiarity with ClickHouse or similar analytical databases
  • Experience testing evaluation pipelines or A/B testing infrastructure
  • Experience designing annotation tasks for human reviewers
  • Knowledge of US road rules and driver behavior
What the job really is

As a Senior Test Engineer for Metrics Quality, you will be responsible for ensuring the reliability of metrics used in autonomous driving software. Your role involves validating new and existing metrics, identifying silent failures, and maintaining the integrity of the metrics throughout their release cycles. You will work closely with data scientists and engineers to ensure that metrics accurately reflect the data needed for decision-making.

Things to weigh
  • No salary or benefits information provided
  • Role requires a high level of analytical and statistical skills
  • Candidates must be authorized to work in the U.S. with no relocation or remote work options available
Job score2.8/5
Benefits1/5
Freshness4/5
Career value4/5
Role clarity5/5
Pay transparency0/5

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