обновлено 5 дней назад
Sr. Specialist - AI Automation & Testing (Automotive)
140 000 - 170 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Specialist - AI Automation & Testing (Automotive): Building AI-driven automation, integration pipelines, and SIL/HIL test systems for vehicle software, ECUs, telemetry, and development workflows with an accent on ML-based test prioritization, anomaly detection, and automated log triage. Focus on orchestrating CI/CD and vehicle-level testing across benches, dynos, and fleet vehicles, integrating ECU flashing and OTA workflows, and creating AI-based release quality gates and readiness scoring.
Location: Charlotte, North Carolina, United States; 4–5 days per week in the office. Regular in-person meetings, company events, and occasional travel are required.
Salary: $140,000–$170,000 annual base salary, plus eligibility for an annual performance bonus.
Company
is developing electrified, digitally enabled pickup trucks and rugged SUVs, including all-electric and range-extender powertrains.
What you will do
- Design and implement end-to-end toolchains covering code commits, builds, ECU flashing, vehicle and HIL testing, data logging, and analysis.
- Build ML models for test prioritization, failure prediction, intelligent test selection, anomaly detection, and AI-based release readiness scoring.
- Develop NLP pipelines for automated log triage and defect classification, including analysis of CAN traces, diagnostic logs, and vehicle telemetry.
- Integrate AI modules into Jenkins, GitLab CI, and GitHub Actions pipelines and orchestrate scalable execution with Docker and Kubernetes.
- Automate ECU flashing, OTA package workflows, smoke validation, HIL integration, and regression testing across benches, dynos, and fleet vehicles.
- Create dashboards and quality gates for release health, defect leakage, test effectiveness, and risk-based release decisions.
Requirements
- Master’s degree in Computer Science, Electrical/Electronics Engineering, or a related field with 8+ years of experience.
- Strong knowledge of vehicle E/E architecture, ECU software stacks, embedded systems, CAN, LIN, FlexRay, Automotive Ethernet, UDS, and diagnostic tools.
- Advanced Python skills with SQL and Bash; experience with scikit-learn, TensorFlow or PyTorch, time-series analysis, and anomaly detection.
- Expertise with GitHub/GitLab, Jenkins, Artifactory, CI/CD, Docker, Kubernetes, and Linux-based development environments.
- Experience with vehicle toolchains, SIL/HIL frameworks, fleet data systems, CANalyzer, CANoe, and ALM/PLM tools such as Codebeamer, Polarion, DOORS Next, or Windchill.
- Ability to work in the Charlotte office 4–5 days per week and attend in-person meetings and events.
Culture & Benefits
- Opportunity to build new vehicle products and contribute to an organization from the ground up.
- Medical, dental, vision, and income protection plans.
- 401(k) with employer match and immediate vesting.
- 20 days of planned PTO, 40 hours of unplanned PTO, and 14 company or floating holidays annually.
- Up to 16 weeks of paid parental leave, plus paid leave for bereavement, jury duty, voting time, and military leave.
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