Explore real salaries, entry routes, apprenticeships, and honest AI measurements - whether you need a degree or not.
Comparing university courses? 30,032 UK university courses and 8,000+ universities are here, in the same cards.
TODAY'S CARD ↓
Browse 1,840 career profiles across 42 subject areas, with salary data, entry routes and AI exposure scores. The number on each career is its AI exposure today: a Careermash index from 0 to 100, so higher means more exposed. It is an estimate, not a direct measurement of use.
Card colour is the moat, not the score: physical · regulatory · relational · none · not yet classified. 29 of the 167 careers shown below have no moat classification yet.
We mapped every degree's real graduate destinations against our exposure engine, which blends Anthropic and OpenAI 2026 research with our own UK reviews to estimate how exposed each occupation's work is to AI today, to show which careers are most and least exposed.