Sonyinteractiveentertainmentglobal
Sr. Software Development Engineer in Test, AI/ML
United States, Madison, WI. Posted 5 months ago
The role
This person will lead quality strategies and develop automation frameworks for ML-powered products and services. They will use LLMs for test generation and validate AI-powered workflows.
What you will do
- Define and complete quality strategies, test plans, and automation coverage for ML-powered services and platform components.
- Use LLMs and other AI-assisted techniques to generate, expand, and maintain high-value test cases.
- Design scenario-based test suites for AI features, including adversarial prompts and edge cases.
- Lead QE efforts for multi-functional projects, driving risk assessment and release readiness.
- Design, develop, and maintain scalable automation frameworks using Python and/or Java.
- Build automated validation for ML and LLM outputs.
- Debug test failures, service anomalies, model inconsistencies, and AI behavior regressions.
- Perform functional, integration, regression, API, end-to-end, performance, and reliability testing.
- Improve automation reliability and optimize execution efficiency.
- Partner with engineering and ML teams to integrate automated testing into CI/CD pipelines.
Required qualifications
- 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, transform, and prioritize test cases for AI-powered experiences.
- Experience with AI evaluation tooling, prompt evaluation frameworks, model monitoring, or human-in-the-loop review workflows.
- Strong experience testing RESTful APIs, microservices, and distributed architectures.
- Proficiency in Python, Java, JS or similar languages for automation development.
- Hands-on experience with automation frameworks such as pytest, JUnit, Selenium, Playwright, Cypress, or Appium.
- Experience with CI/CD systems and test pipelines (Jenkins, GitHub Actions, etc.).
- Experience with cloud and container technologies (AWS, GCP, Kubernetes, Docker).
- Familiarity with databases, monitoring, and observability tools.
- Strong understanding of SDLC, Agile methodologies, and release processes.
- Excellent problem-solving, debugging, and communication skills.
Nice to have
- Experience validating ML outputs using statistical analysis or scenario-based testing approaches.
- Familiarity with ML infrastructure, data pipelines, or model-serving platforms (Seldon, KServe, Ray Serve, etc.).
- Prior work in content moderation ML, security, fraud detection, or adversarial ML.
- Experience testing high-scale, low-latency online services.
- Experience with Databricks or similar ML platform tooling.
- Familiarity with Node.js, React, or modern frontend technologies.
- Experience testing mobile, console, or other non-PC platforms.
Benefits
- medical
- dental
- vision
- matching 401(k)
- paid time off
- wellness program
- employee discounts for Sony products
- may be eligible for a bonus package
Before you apply
- Sony Interactive Entertainment conducts background checks at the offer stage for all new employees
About the company
Sony Interactive Entertainment (SIE) is the company behind the PlayStation brand. It is a dynamic technology company and an entertainment leader.