Drive architecture-level automation solutions and scalable quality engineering practices across multiple teams and product areas.

Design, develop, and maintain automated test frameworks, test scripts for ML inference services and related ML platform components using python/Java

Build and automate realistic, representative test account creations and datasets to evaluate model behavior across different scenarios

Validate score distributions, ranking behavior, output quality, and other model signals for incoming ML models prior to release

Perform different types of testing, including functional, integration, regression and API testing working with RESTful APIs, microservices and databases, and non-functional performance and load testing to verify inference service scalability, latency requirements and reliability under production like conditions

Work closely with ML engineers and ops teams to ensure that all features and bug fixes come with automated test coverage, ensuring continuous integration and deployment

Debug and analyze test failures, model anomalies and report defects

Drive high standards of quality for both engineering decisions and customer-facing features with optimal test and automation strategy

Develop and implement best practices for test automation that is highly scalable and maintainable

Monitor test execution and optimize performance in test environments

Come up with innovative solutions to organizational problems

Copy of Senior Software Development Engineer in Test, ML

Responsibilities

Qualification

Required

Preferred

Benefits

Company

Sony Interactive Entertainment

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