Technical Skills
. 4+ years of strong hands‑on experience with quality engineering within agile, product-centric environments, working closely with developers, BAs, and architects.
. Proven ability to define and implement automation strategies across complex systems (web, mobile, API, integrations).
. Hands-on experience with modern test frameworks and CI/CD integration.
. Solid understanding of cloud-native architectures, microservices, and distributed systems.
. Experience testing AI/ML or automation solutions, with awareness of challenges such as non-determinism, data dependency, and model evaluation.
. Familiarity with performance, security, and resilience testing approaches.
. Experience working in large-scale or public sector programmes is a plus.