Keywords: QA automation, automation engineering, Java automation, AI‑driven testing, machine learning in QA, AI/ML automation frameworks, end‑to‑end testing, API automation, regression automation, cloud automation, Azure testing, AWS testing, Google Cloud testing, multi‑cloud environments, cloud‑native applications, CI/CD pipelines, automation integration, defect identification, quality validation, test coverage optimization, internal teams, external partners, distributed systems testing, mid‑level QA engineer, Java framework development, test reliability, automation script development, AI‑enhanced QA, hybrid work environment. This role centers on building AI‑enhanced automation frameworks, writing Java‑based automated tests, and ensuring end‑to‑end quality across internal and external platforms.