Senior Software Development Engineer in
Core
Design and maintain automated testing frameworks, containerize ML services, and build cloud-based ML infrastructure for PlayStation console and platform applications.
Role type
Senior Software Development Engineer in Machine Learning Infrastructure
Builds
Scalable service infrastructure, predictive models, and real-time analytics dashboards for PlayStation applications
Domain
Gaming (PlayStation) + Cloud Infrastructure + Machine Learning
Deliverable
production ML models
Required skills
Python, scikit-learn, Pandas, Kubernetes, AWS (EC2, S3, Lambda), PyTest, supervised learning, anomaly detection, feature engineering, API testing, business logic verification
Preferred skills
Tableau, continuous regression testing, model validation checks
Technologies
Python, scikit-learn, Pandas, Kubernetes, AWS, EC2, S3, Lambda, PyTest, Tableau
Responsibilities
Design and maintain automated testing frameworks and tools for console applications; Containerize ML services and explore Kubernetes-based deployments; Implement cloud-based ML infrastructure and monitoring solutions; Build predictive models and generate analytical insights; Create real-time ROI and analytics dashboards; Develop automated validation scripts for data pipelines and model outputs; Integrate automated model validation checks into continuous regression testing pipelines.
Seniority
Senior, hands-on IC