Senior Software Development Engineer In Test (ML/AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Software Development Engineer In Test (ML/AI): Developing and implementing quality strategies and automation frameworks for ML-powered services and AI-powered workflows with an accent on model evaluation, LLM-assisted test generation, and validation of non-deterministic AI outputs. Focus on designing scenario-based test suites, building automated validation for LLM behaviors, and coordinating quality initiatives across cross-functional teams.
Location: Hybrid (United States)
Salary: $183,000 — $274,600 USD
Company
(SIE) is a global leader in gaming, focusing on creating safe and amazing player experiences through its platforms and products.
What you will do
- Define quality strategies, test plans, and automation coverage for ML-powered services and platform components.
- Utilize LLMs and AI-assisted techniques to generate and maintain high-value test cases for ML workflows.
- Design and develop scalable automation frameworks for backend services and ML inference systems using Python and/or Java.
- Build automated validation for LLM outputs, focusing on hallucination indicators, ranking behavior, and probabilistic evaluation.
- Lead QE efforts for multi-functional projects, driving risk assessment and release readiness.
- Integrate automated testing into CI/CD pipelines and collaborate on scalable quality standards and tooling.
Requirements
- Bachelor’s degree in Computer Science or equivalent.
- 5+ years of experience as an SDET or QE engineer focusing on backend and distributed systems.
- Experience using LLMs for test case generation and utilizing AI evaluation tooling or model monitoring.
- Proficiency in Python, Java, or JS for automation development.
- Hands-on experience with frameworks such as pytest, JUnit, Selenium, Playwright, or Cypress.
- Experience with AWS, GCP, Kubernetes, Docker, and CI/CD systems (Jenkins, GitHub Actions).
Nice to have
- Experience validating ML outputs using statistical analysis or scenario-based testing.
- Familiarity with ML infrastructure (Seldon, KServe, Ray Serve) or Databricks.
- Prior experience in content moderation ML, security, or fraud detection.
- Experience testing high-scale, low-latency online services or non-PC platforms (mobile, console).
Culture & Benefits
- Hybrid working policy.
- Top-tier benefits package including medical, dental, and vision insurance.
- Matching 401(k) retirement plan.
- Paid time off and wellness programs.
- Employee discounts for Sony products.
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