Job Description:
• Design, build, and train machine learning models specifically to minimize test maintenance requirements and adapt to frequent application changes
• Develop AI systems that can automatically detect and repair broken tests when application interfaces change
• Create self-healing test frameworks that reduce manual maintenance intervention
• Leverage full-stack development expertise to build end-to-end testing solutions that seamlessly integrate with application code
• Develop backend services that support AI model training, deployment, and continuous improvement
• Create frontend interfaces for monitoring test health, maintenance needs, and cross-team visibility
• Implement API layers that connect testing intelligence with CI/CD pipelines and development workflows
• Serve as a technical bridge between development and QA teams, with the credibility of full-stack expertise
• Establish shared metrics and visibility tools that help both teams understand test health and maintenance needs
Requirements:
• 8+ years software architecture experience with full-stack development capabilities
• 4+ years focused on AI/ML applications, particularly in automation contexts
• Deep expertise in machine learning frameworks with emphasis on models that reduce maintenance overhead
• Proven experience training and deploying ML models that improve automation resilience
• Strong proficiency in Playwright and modern test automation frameworks with focus on maintainability
• Advanced programming skills in full-stack technologies including: Frontend: JavaScript/TypeScript, React/Angular/Vue Backend: Node.js, Python, Java or similar
• Experience with self-healing test frameworks and intelligent test object recognition
• Extensive background in test maintenance challenges and solutions
• Experience with test automation in environments with frequent UI/API changes
Benefits:
• Medical, Dental, and Vision Insurance Options
• Life and Disability Insurance
• Paid Time-Off
• Parental Benefits
• Compassionate Care Leave
• 401k with Company Match
• Employee Stock Purchase Plan