Senior Software Development Engineer in Test
PlayStation Global4 hours ago
Base Salary
$216k - $275k/yr
Responsibilities
- Design, develop, and maintain automated testing frameworks and tools for PlayStation console and platform applications.
- Containerize ML services and explore Kubernetes-based deployments for scalable service infrastructure.
- Use AWS technologies including EC2, S3, and Lambda for model training, storage, and deployment workflows.
- Implement cloud-based ML infrastructure and monitoring solutions to improve reliability and availability.
- Build predictive models, perform data preprocessing and feature engineering, and generate analytical insights with Python, scikit-learn, and Pandas.
- Apply supervised learning, anomaly detection, and optimization algorithms for system tuning and predictive analytics.
- Create real-time ROI and analytics dashboards using Tableau.
- Develop automated Python and PyTest validation scripts for data pipelines, model outputs, and performance metrics.
- Integrate automated model validation checks into continuous regression testing pipelines.
- Design end-to-end test scenarios and validation frameworks for ML-powered pricing tools, including API and business logic verification across web interfaces.
Requirements
- Master’s degree in Computer Science, Computer Engineering, or a related field, or equivalent experience.
- At least two years of experience in the listed ML infrastructure, cloud, modeling, analytics, and automated testing responsibilities.
- Experience with Python and ML libraries including scikit-learn and Pandas.
- Experience with Kubernetes-based deployments and AWS technologies including EC2, S3, and Lambda.
- Experience developing automated validation scripts with PyTest and testing ML workflows, model outputs, and performance metrics.
- Experience testing APIs, business logic, and web-based interfaces for end-to-end functionality.
Benefits
- Medical, dental, and vision coverage.
- Matching 401(k), paid time off, and wellness program.
- Employee discounts on Sony products.
- Potential eligibility for a bonus package.
- Telecommuting and/or working from home may be permitted under company policies.
- The role is based in San Mateo, CA and may be subject to the company’s hybrid working policy.
- Background checks are conducted at the offer stage.