Senior Software Development Engineer In Test (ML/AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Software Development Engineer In Test (ML/AI): Building and scaling automation frameworks for ML/AI quality, including model evaluation and LLM-assisted test generation with an accent on AI-powered workflows and distributed systems. Focus on designing scenario-based test suites for non-deterministic AI systems and integrating automated validation into CI/CD pipelines.
Location: United States, San Mateo, CA (Hybrid)
Salary: $183,000 - $274,600 USD
Company
Sony Interactive Entertainment () is a global leader in gaming and entertainment, delivering cutting-edge hardware and network services to millions of users.
What you will do
- Define quality strategies and test plans for ML-powered services and platform components.
- Use LLMs to generate and maintain high-value test cases for AI workflows.
- Design and develop scalable automation frameworks for backend services and ML inference systems using Python and Java.
- Build automated validation for LLM outputs, focusing on ranking, hallucinations, and probabilistic evaluation.
- Lead QE efforts for cross-functional projects, managing risks and release readiness.
- Integrate automated testing into CI/CD pipelines in collaboration with ML and engineering teams.
Requirements
- Bachelor’s degree in Computer Science or equivalent.
- 5+ years of experience as an SDET or QE engineer focused on backend and distributed systems.
- Experience using LLMs to generate test cases and utilizing AI evaluation tooling.
- Proficiency in Python, Java, or JS for automation development.
- Hands-on experience with frameworks like pytest, JUnit, Selenium, or Playwright.
- Experience with cloud and container technologies (AWS, GCP, Kubernetes, Docker).
Nice to have
- Experience validating ML outputs via statistical analysis or scenario-based testing.
- Familiarity with ML infrastructure platforms like Seldon, KServe, or Ray Serve.
- Background in content moderation ML, security, or fraud detection.
- Experience with Databricks or modern frontend technologies (React, Node.js).
Culture & Benefits
- Hybrid working policy.
- Top-tier benefits package including medical, dental, and vision insurance.
- Matching 401(k) and paid time off.
- Wellness program and employee discounts on Sony products.
- Collaborative environment focused on making play safer for everyone.
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