Resume skills and keywords by job title

We analysed 81,097 real job postings across 363 job titles to see which skills employers ask for. Each page lists the top skills with the share of postings that mention them, split into hard skills, soft skills, tools and certifications, with a CSV download.

Data collected October 23, 2026 and updated quarterly. To compare your own resume with one specific posting, use the free resume keyword scanner.