Design and maintain scalable network test automation frameworks and automated test suites. Integrate tests into CI/CD, apply AI/ML for intelligent test generation and analysis, analyze large test and network datasets, build AI-driven analysis tools, and collaborate with development and QA to ensure testability and timely defect resolution.