Familiarity with software testing, version control, continuous integration, C++ development tools such as CMake, Ninja, ccache, and distcc, Google Protocol Buffers, Unix systems, profiling tools, Azure DevOps, scripting with bash or PowerShell, Microsoft SQL, and enterprise-grade container orchestration platforms supporting declarative infrastructure and horizontal scaling.