Majors
A major is not one job. Each of these breaks down into the competencies it actually trains and the several directions those competencies can go.
18 majors in the first batch. No rankings and no obsolescence scores — automation acts on tasks, so assessments live on the occupation pages.
English / Foreign languages
4 directionsTrains you to work precisely in a second language — and, less obviously, to research an unfamiliar subject fast and explain it to someone who does not share your context.
Computer science
9 directionsTrains you to model a problem precisely enough that a machine can execute it — and to reason about what happens when it does that at scale, under failure, and with someone attacking it.
Accounting
4 directionsTrains you to see how money actually moves through an organisation — and to be the person who can say whether a number is defensible.
Psychology
4 directionsTrains you to study human behaviour without fooling yourself — designing a question that could come back with an answer you did not want.
Journalism / Communication
4 directionsTrains you to find out what is actually happening, verify it, and explain it to people who were not there — on a deadline.
Finance
4 directionsTrains you to price time and risk — what a future cash flow is worth today, why two assets with the same expected return are not the same bet — and to read how institutions actually move money.
Law
4 directionsTrains you to take a messy situation, find the rule that governs it, and argue to a standard where someone who disagrees has to answer you rather than dismiss you.
Visual communication design
4 directionsTrains you to make a visual decision on someone else's behalf — what a stranger sees first, reads second and feels about it — and to defend that decision in a review.
Marketing
4 directionsTrains you to work out who buys, why, and what would make them — then to spend someone else's money on that guess and be measured on whether it was right.
Nursing
4 directionsTrains you to keep a person safe through the hours when no doctor is in the room — to notice deterioration before the monitor does, and to act inside a protocol while still exercising judgement.
Business administration
6 directionsTrains you to coordinate work you do not personally do — to read the numbers, split a job into steps, decide with incomplete information, and get people who do not report to you to act.
Education and teacher training
4 directionsTrains you to take something you understand and get it into someone else's head — by working out what they already believe, where they will go wrong, and what evidence would show they have it.
Architecture
4 directionsTrains you to turn a brief, a site and a budget into something that can actually be built — and to be the person who is answerable when the drawing meets the ground.
Public administration
5 directionsTrains you to take a rule written for everyone and work out what it means for the one person in front of you — and to leave a record of that decision which someone else can check.
Medicine
4 directionsTrains you to take an undifferentiated complaint from a frightened person, decide what is most likely and what would be most dangerous to miss, and then carry the decision — including when the tools in the room disagree with you.
Hospitality and tourism management
4 directionsTrains you to run a place where strangers eat, sleep and complain: the flow of a service, the cost of a cover, the roster that covers Saturday night, and the decision about what to give away when something has already gone wrong.
Economics
4 directionsTrains you to reason about how people respond to prices, rules and incentives — and to work out whether a number showing that response was caused by the thing everyone is crediting for it.
Information systems
4 directionsTrains you to run and change systems other people wrote: to find out what an organisation already has, what depends on what, what a record in it is allowed to mean, and what would break if you switched one of them off.
Already working rather than studying? Occupation pages break the same analysis down by task. Explore occupations →