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.
Salary: $216k - $275k/yr
PlayStation Global
At PlayStation Global, we focus on creating user-friendly solutions that simplify processes, improve efficiency, and empower teams to succeed.