C++ where applicable; C#, Java, Python, SQL and scripting capability; Git; CI/CD; unit testing libraries; API integration; containerisation; secure coding; dependency scanning; SBOM; observability-aware engineering; AI-assisted engineering workflows. Product-specific language, tooling and platform constraints to be confirmed before issue.