• Design, develop, and maintain automated test suites using a variety of frameworks and tools, including Playwright, Selenium, Cypress, or similar • Implement AI-powered testing techniques, such as self-healing tests, automated test case generation, and anomaly detection, to optimize test efficiency and coverage • Automate testing for APIs, microservices, and infrastructure components, ensuring the stability and performance of our backend systems • Automate testing of front-end applications, focusing on user experience, accessibility, and responsiveness • Collaborate with developers, product managers, and other engineers to integrate automated tests into the CI/CD pipeline • Identify opportunities to improve test coverage, reduce test execution time, and enhance overall testing efficiency • Troubleshoot and debug automated tests, identifying and resolving underlying issues • Create and maintain detailed documentation for automated test suites and testing procedures • Stay current with the latest trends in test automation and AI-powered testing tools • Pragmatically perform manual testing when needed

• Design and implement test strategies, automation frameworks, and CI/CD integrations that ensure our systems meet the highest standards of quality and performance. • Collaborate closely with developers, product owners, and DevOps engineers to build robust automation pipelines for UI, API, and backend testing. • Contribute to load and performance testing initiatives. • Designing, building, and maintaining automated test frameworks for UI, API, and backend testing using Playwright, Cypress, or Selenium. • Developing and executing integration and end-to-end test suites to ensure high-quality releases. • Implementing performance and load testing using k6 or similar tools. • Integrating automated testing into CI/CD pipelines (Git, Drone CI, Argo CD, Kubernetes). • Driving test coverage, defect reporting, and quality metrics across multiple delivery teams. • Collaborating with engineers to embed testing early in the SDLC and ensure reliable, scalable automation. • Advocating for QA best practices, code quality, and automation-first principles. • Leading continuous improvement initiatives evaluating new tools, frameworks, and techniques to enhance efficiency and maintainability.

• Design, develop, and maintain robust automated test frameworks and test suites for network and observability platforms. • Define test strategies for functional, integration, performance, scalability, and regression testing. • Collaborate with engineering teams to understand requirements, design test cases, and identify potential risks. • Integrate automated tests into CI/CD pipelines to enable continuous testing and faster delivery cycles. • Analyze test results, identify root causes of failures, and provide actionable feedback to development teams. • Mentor and guide other engineers on best practices for test automation and observability testing. • Drive quality initiatives across the platform, including test coverage metrics, automation metrics, and reporting. • Work with observability tools (logs, metrics, traces) to validate network behaviors and ensure platform reliability.

• Architect, own, and evolve the end-to-end automated testing strategy across UI, API, integration, performance, and security testing • Design and implement AI-assisted test creation, optimization, and maintenance using large language models (LLMs) and AI-enabled testing platforms • Establish, promote, and support Behavior-Driven Development (BDD) and Test-Driven Development (TDD) practices across engineering teams • Build and maintain scalable, reusable automation frameworks integrated into CI/CD pipelines • Define quality metrics, test coverage standards, and reporting dashboards to provide clear visibility into quality outcomes • Ensure automated testing approaches comply with applicable clinical trial and regulatory requirements, including GxP, FDA guidance, and 21 CFR Part 11 • Partner with Product and Engineering to design highly testable, maintainable systems • Mentor engineers and Software Engineers in Test (SETs) on automation architecture, AI-assisted testing, and quality engineering best practices • Continuously improve test reliability, execution speed, and defect detection effectiveness.