Software Development Engineer In Test (ML/AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Software Development Engineer In Test (ML/AI): Building and optimizing automation frameworks for ML-powered services and LLM evaluation with an accent on model validation, AI-assisted test generation, and distributed systems. Focus on designing scenario-based test suites for non-deterministic AI systems and integrating automated testing into CI/CD pipelines.
Location: Hybrid in San Mateo, CA, United States
Salary: $140,500 - $210,700 USD
Company
(Sony Interactive Entertainment) is a global entertainment leader delivering cutting-edge hardware and network services to over 100 million people.
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 AI workflows.
- Design and maintain scalable automation frameworks for backend services and ML inference systems using Python and Java.
- Develop automated validation for LLM outputs, including ranking, prompt quality, and hallucination indicators.
- Lead QE efforts for cross-functional projects, driving risk assessment and release readiness.
- Partner with engineering and ML teams to integrate automated testing into CI/CD pipelines.
Requirements
- Bachelor’s degree in Computer Science or equivalent practical experience.
- 3+ years of experience as an SDET or QE engineer focused on backend and distributed systems.
- Experience using LLMs to generate and prioritize test cases for AI-powered experiences.
- Proficiency in Python, Java, or JS for automation development.
- Hands-on experience with automation frameworks (pytest, JUnit, Selenium, Playwright, or Cypress).
- Experience with cloud and container technologies including AWS, GCP, Kubernetes, and Docker.
Nice to have
- Experience validating ML outputs using statistical analysis or scenario-based testing.
- Familiarity with ML infrastructure (Seldon, KServe, Ray Serve).
- Prior work in content moderation ML, security, fraud detection, or adversarial ML.
- Experience with Databricks or testing high-scale, low-latency online services.
- Familiarity with Node.js, React, or modern frontend technologies.
Culture & Benefits
- Top-tier benefits package including medical, dental, and vision insurance.
- Matching 401(k) plan.
- Paid time off and wellness programs.
- Employee discounts for Sony products.
- Inclusive environment that values diversity and fosters curiosity for innovation.
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