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Understanding how automation changes work — task by task, with the evidence shown and the uncertainty admitted.

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On this pageUser researchBehavioural / applied data workPeople operations / organisational workClinical practice
Majors›Psychology›Where it leads

Psychology — where it leads

Several directions, never one. Each says what your training reuses, what graduates typically lack, the real entry conditions, and one thing you can test this term. A degree is not assessed here — the assessment sits on the task, so follow any direction through to its occupation page.

Directions
4
With task-level analysis
3/4
Assessed
2026-09-10

Where it can lead#

User research

What transfers
Almost the whole degree, applied commercially: research design, interviewing, and the say-versus-do distinction are literally the job.
What graduates typically lack
Speed and stakeholder communication. Academic research optimises for rigour over weeks; product research has to be defensible in days and legible to people who will not read the appendix.
Entry reality
One of the best-fitting paths for this degree and one of the least known to its students. Usually needs one portfolio study; a master's helps but is not required.
Test this term

Run a five-person study on one real product decision and write a two-page findings note a product manager could act on tomorrow. Note how much shorter it has to be than a coursework report.

Behavioural / applied data work

task-level analysis →
What transfers
Research design and statistical literacy, in roles where the question is whether an intervention actually worked.
What graduates typically lack
Programming — enough Python or R to work with real data at real size, not just a stats package on a clean dataset.
Entry reality
Competitive and often expects quantitative depth beyond an undergraduate psychology curriculum. The gap is real but closable in a year of deliberate work.
Test this term

Take a public dataset, form one falsifiable hypothesis, test it in code, and write up what you found including what would have changed your mind.

People operations / organisational work

task-level analysis →
What transfers
Understanding behaviour at the level of groups and incentives, and the discipline to check whether a policy did what it intended.
What graduates typically lack
Commercial and legal literacy. Much of this work is constrained by employment law and budget rather than by what would be effective.
Entry reality
Accessible entry, but the early roles are administrative and the trajectory depends on whether you bring evidence-thinking to them rather than absorbing the existing habits.
Test this term

Pick one policy at your university — anything from grading to housing allocation — and write two pages on how you would test whether it achieves its stated goal.

Clinical practice

task-level analysis →
What transfers
The foundation, but this is a separate track: it requires postgraduate training and licensure, and the undergraduate degree is a prerequisite rather than a qualification.
What graduates typically lack
Several years of supervised postgraduate training. This is a decision about the next five years, not the next term.
Entry reality
Licensing requirements and capacity vary enormously by market, and places are limited. Verify the specific route in your jurisdiction before treating it as a plan — many students discover the constraint too late.
Test this term

Write down the exact route in your jurisdiction: which degree, how many supervised hours, how many places per year, and what it costs. Then talk to one person currently in that training.

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