Sr Software Development Engineer in Test, ML
PlayStation Global2 days ago
San Mateo, CA, USASenior
Base Salary
$183k - $275k/yr
Responsibilities
- Design, develop, and maintain automated test frameworks and scripts for ML inference services.
- Build and automate realistic test account creations and datasets for model evaluation.
- Validate score distributions and model signals for ML models prior to release.
- Perform functional, integration, regression, and API testing for inference services.
- Collaborate with ML engineers to ensure features and bug fixes have automated test coverage.
- Debug and analyze test failures and model anomalies.
- Drive high standards of quality with optimal test and automation strategies.
- Develop best practices for scalable and maintainable test automation.
- Monitor test execution and optimize performance in test environments.
- Innovate solutions to organizational problems.
Requirements
- Bachelor's degree or equivalent.
- 5+ years of experience as an SDET with strong backend testing experience.
- Proficiency in Python, Java, Scala, or Go for test automation.
- Hands-on experience with API testing tools for distributed systems.
- Familiarity with CI/CD pipelines and test execution in Jenkins or similar environments.
- Experience building and maintaining automated test frameworks.
- Experience with cloud and container technologies like AWS, GCP, Kubernetes, and Docker.
- Familiarity with monitoring and observability tools for validating service health.
- Strong understanding of the software development lifecycle and agile methodologies.
- Excellent problem-solving and communication skills.
Benefits
- Top-tier benefits package including medical, dental, and vision.
- Matching 401(k) plan.
- Paid time off and wellness program.
- Employee discounts for Sony products.
- Potential eligibility for a bonus package.