Start with the tools employers actually name. Across 63,380 live postings that cite at least one AI tool, the top five are Python (9,786), Aws (6,341), Excel (4,242), Sql (3,414), and Kubernetes (3,106). 13,131 tools are tracked in total, read from the posting text rather than from tags. Measured October 2026.