Should I retrain?
Start with a measurement, not a panic. Look up the job you have and the job you are weighing: how much of each AI is already used for, where each is heading over 20 years, how hard the door is, and what structurally protects the work. Measured August 2026.
How to read a card as an adult
Your job first
The exposure number is a measurement of AI usage today, not a redundancy notice. A high number means the tasks are changing; the question is which parts of your job are the protected parts, and the moat plate answers exactly that.
The door works both ways
Door grades measure entry for a NEW entrant. As a career changer you often carry transferable evidence a school leaver cannot, so treat the grade as the stranger's difficulty, and your CV as the discount.
Routes without a degree
Adult retraining runs through apprenticeships and vocational routes as much as study. Every card links its real entry routes; the ones that need no degree say so plainly.
Vocational routes →Follow before you leap
Every card can be followed: one email if its measurement changes, tied to the public ledger entry that explains why. Decide on the trend, not a headline.
Measure the job you already have
Before you commit to anything, look up the job you are doing right now. It gets scored by the same engine as every career on this site: how much of it AI is already used for today, and, on the moat plate, what structurally protects the part that is left. That number should shape the decision before a single course is booked.
Apprenticeships have no age limit
A standard does not check your date of birth, only whether an employer will take you on. Level 2 and 3 need no prior qualifications for many standards; Level 6 and 7 are degree apprenticeships, a full bachelor's or master's degree alongside paid work, no tuition fees. 923 standards published, Level 2 to 7:
4,522 live vacancies from the national Find an apprenticeship service are open now, browsable by role and region, with no age question on the search form. Every standard carries the same AI number as every career card: a reading of today, not a prediction. Browse every standard →
Where the study routes actually apply
Our post-16 routes page lays out four doors: A levels, T Levels, BTECs and Level 3 apprenticeships. Two assume a school leaver's timetable: A levels and T Levels are built around full-time sixth form or college study. The other two travel either way. Further education colleges take adults onto BTEC-style and applied courses alongside school leavers. Level 3 apprenticeships, like every level above, carry no age limit at all, the earn-while-you-learn route open to any age bracket.
See all four routes →