5 дней назад
Software Verification & Validation Engineer (Autonomous Vehicles)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Software Verification & Validation Engineer (Autonomous Vehicles) (Python/Simulation): Designing quantitative safety and comfort metrics and building simulation test suites for autonomous vehicle perception, prediction, motion planning, and control modules with an accent on failure-mode analysis, statistical validation, and automated regression testing. Focus on integrating SIL/HIL scenarios into CI/CD pipelines, localizing software regressions, and analyzing large-scale simulation data.
Location: Santa Clara, CA; hybrid workplace
Company
Develops autonomous vehicle software requiring simulation-based verification and validation.
What you will do
- Define and implement quantitative safety and comfort metrics for perception, prediction, motion planning, and control modules.
- Translate operational design domains and failure modes into objective, automatable criteria.
- Build and maintain open-loop and closed-loop simulation test suites for release testing, edge cases, and performance benchmarking.
- Analyze simulation outputs, distinguish software regressions from simulation artifacts, and identify root causes.
- Develop Python automation for test execution, data ingestion, and statistical reporting.
- Integrate regression suites into Jenkins and other CI/CD pipelines while enforcing reproducible testing and artifact hygiene.
Requirements
- Deep knowledge of autonomous vehicle stack architecture, including perception, prediction, motion planning, and control.
- 2+ years of experience authoring scenarios and executing tests in Software-in-the-Loop or Hardware-in-the-Loop simulation platforms.
- Experience defining and evaluating kinematic and spatial metrics such as TTC, headway, jerk, acceleration profiles, and lateral error.
- Strong Python skills for data processing, test automation, and test framework development.
- Experience with automated build and test pipelines such as Jenkins or GitHub Actions, test-metric visualization tools.
- Bachelor’s or Master’s degree in computer science, robotics, engineering, mathematics, statistics, or a related technical discipline.
Nice to have
- Experience with OpenDRIVE, Lanelet2, OSM, OpenSCENARIO, or spatial and geometry data pipelines.
- Knowledge of computational geometry, including polyline sampling, curvature, offsets, and polygon intersections.
- Experience with simulators such as CARLA.
- Proficiency with SQL and relational databases for bulk test-result queries.
- Exposure to crash databases, Euro NCAP, ISO 26262, or ISO 21448 SOTIF.
Culture & Benefits
- Hybrid work arrangement in Santa Clara, California.
- Focus on reproducible, quantitative software quality standards rather than visual inspection.
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