8 часов назад
Senior Test Engineer - Metrics Quality
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Test Engineer - Metrics Quality (Python/SQL): Qualifying and releasing metrics used to evaluate autonomous driving software, with an accent on analytical test design, statistical reasoning, and detecting silent failures. Focus on building comprehensive case spaces, generating targeted test data, comparing implementations with independent reference computations, and maintaining regression coverage as the metric portfolio grows.
Location: Austin, Texas, United States; onsite. Candidates must be authorized to work in the U.S.; remote work is not available.
Company
develops autonomous driving software and uses recorded-scene metrics to support release decisions.
What you will do
- Own acceptance of new and changed metrics before they are used for release decisions.
- Define and maintain comprehensive case spaces, including scenarios where metrics must remain silent.
- Investigate silent failures and identify situations that metrics fail to report.
- Build targeted test data, analysis scripts, and independent reference computations.
- Present concrete findings to metric owners, including defect frequency and decision impact.
- Qualify metric releases and maintain regression coverage for semantic changes as the metric portfolio grows.
Requirements
- 6+ years of experience in software testing or test engineering, with depth in data-heavy or analytical systems.
- Strong Python and SQL skills for analysis scripts and independent reference computations.
- Statistical literacy covering distributions, variance, sample size, aggregation traps, and distinguishing noise from meaningful differences.
- Product-oriented testing approach and the ability to challenge expected metric behavior with evidence.
- Fluent use of LLMs for analysis, test-data generation, unfamiliar code review, and reasoning cross-checks.
- Clear written English and authorization to work in the United States are required.
Nice to have
- Experience with autonomous vehicles, robotics, or machine-learning evaluation.
- ClickHouse or a similar analytical database.
- Experience testing evaluation pipelines or A/B testing infrastructure.
- Experience designing annotation tasks for human reviewers and checking answer agreement.
- Knowledge of U.S. road rules and driver behavior.
Culture & Benefits
- Metrics are released on their own cadence and qualified through a dedicated release cycle.
- Work includes close collaboration with engineers who own the metrics.
- provides reasonable accommodations for qualified applicants and employees with disabilities.
- The employer does not offer relocation or visa sponsorship.
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