AI career evolution

AI career guides, built from 57,486 job postings

How AI is reshaping 44 roles, based on postings from March to September 2026: the skills employers ask for, the AI skills worth learning next, the most common skill gaps, how each role is evolving, and, where advertised, what it pays.

job postings analysed
57,486
roles with a guide
44
roles have Prompt Engineering among their three most common skill gaps
26 of 44

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44 roles shown

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Figures come from public job descriptions published from March to September 2026, deduplicated so that a job listed on several boards or by several agencies counts once. Pay comes only from postings that quote it: 4,631 of 57,486 (8%). It is the median in the Netherlands, or in Australia for roles without Dutch salary data. Automation exposure is scored per posting from its job description and averaged per role. How we collect and deduplicate postings.