Class Deck - play - Careermash

Skip to main content

Explore careers Plan my route Courses & places Apprenticeships Ask Ottalie

Which of these is AI doing more of today?

ROUND 1 / 5CLASS 0

Careermash

Careermash: navigate your career path with real data. Explore career profiles, salary benchmarks, honest AI impact measurements, and the qualifications you need to get there.

Explore Careers

All Careers State of the Professions Courses as Cards Universities Apprenticeships Your Level 3 Options Graduate Jobs Salary Map Vocational Routes Careers most exposed to AI

For Students

My Deck Career Quiz Work experience Find My Match My Profile

Schools & Employers

Careermash for Schools Run a Class Game Gatsby Benchmarks For Employers

More

Open Data About Privacy Terms Cookies

Careermash forYoung people Parents Adults changing career Schools Employers

AI EXPOSURE = the share of a job's day-to-day tasks AI is already used for today, from the same exposure engine used across this site (published AI-usage research, Anthropic and OpenAI 2026, blended with our own UK review of moats, robotics and scientific developments). Higher means more exposed. It is a measurement of now, not a prediction. THE DOOR = how hard the job is to get into, grade A (easy) to E (extremely hard), from each career's published forecast (OpenAI, "The AI Jobs Transition Framework", Richmond 2026, CC BY 4.0). A card marked MOAT NOT YET CLASSIFIED has a real exposure score but no entry yet in our moat register, so we make no claim about what structurally protects it. Scorecard grades and verdicts are Careermash editorial judgment: we show forecasts as forecasts and own our conclusions. Salary and pathway figures are each career's own published profile. Careermash is a service provided by What School Ltd.

Part of the Sand Education ecosystem:Spill.org WhatSchool.ai CourseMash.org