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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 pageSales and account managementRunning a team on the floorBusiness operationsOwning the business systemPartnerships and channelBuying, and who you buy from
Majors›Business administration›Where it leads

Business administration — 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
6
With task-level analysis
6/6
Assessed
2026-09-12

Where it can lead#

Sales and account management

task-level analysis →
What transfers
Reading a customer's numbers well enough to argue in their terms, and coordinating the people inside your own company who have to deliver what you promised.
What graduates typically lack
Graduates usually arrive without having been told no by a real buyer, and without a feel for how long a decision takes inside a company that is not their own.
Entry reality
No postgraduate degree required and rarely a certificate. The filter is almost always an internship or a first job where you carried a number, however small.
Test this term

Sell something small and real — a society's sponsorship, a second-hand item, a paid tutoring slot — and write down every objection you heard and which one actually ended it.

Running a team on the floor

task-level analysis →
What transfers
Splitting work into steps, and being the person who answers when a decision made by a system lands on someone.
What graduates typically lack
Graduates rarely have experience of being accountable for someone else's output, which is the whole job, and almost never of delivering bad news to a person whose work they depend on.
Entry reality
Usually reached after one to three years doing the work being supervised, not straight from a degree. A management degree shortens the argument for promotion; it does not replace having done the job.
Test this term

Take responsibility for an outcome that depends on three other people — a group deliverable, an event, a shift rota — and keep a note of every time you had to chase, and what made chasing unnecessary the next time.

Business operations

task-level analysis →
What transfers
The process-splitting, directly. Operations is where a written-down sequence becomes someone's daily job and where the exceptions get handled.
What graduates typically lack
Graduates tend to be fluent in the ideal path and unprepared for the exception, which is where most operations time actually goes — the order that does not fit, the customer who is a special case.
Entry reality
An accessible first destination from this degree and often the fastest way into a company's actual mechanics. Expect to be measured on turnaround and error rate rather than on ideas.
Test this term

Pick any repeating process you can observe — a canteen queue, a club's reimbursement flow, a lab booking system — and time twenty runs of it. Report where the waiting actually is, not where people say it is.

Owning the business system

task-level analysis →
What transfers
Splitting work into steps, plus the part of the training that is about accountability: deciding what the system may decide on its own, and being the person who answers for that setting.
What graduates typically lack
Graduates can describe a process but usually cannot yet read what a system is actually doing — the configuration, the audit log, the rule that fires at 2am — and that reading is what the role turns on.
Entry reality
Rarely a first job. It is usually reached from operations or sales operations after two or three years, and it rewards someone who learned the company's data by having to fix it.
Test this term

Find a tool your university or a club actually runs on and read its settings page end to end. Write down three decisions it is currently making automatically that nobody chose deliberately.

Partnerships and channel

task-level analysis →
What transfers
Moving people sideways, applied outside the company: getting another organisation to put your product in front of its own customers when you have no authority over them at all.
What graduates typically lack
Graduates underestimate how much of this is contract detail and follow-through months after the announcement, and overestimate how much is the meeting where the deal is agreed.
Entry reality
Usually entered sideways from sales or operations rather than directly. Read the labels on that occupation's page before planning around it: its judgements are marked task by task, and several of them are platform inference rather than something measured.
Test this term

Get one organisation that is not yours to do something for you with no money involved — a venue, a co-hosted session, a mailing list mention — and record what you had to offer in return.

Buying, and who you buy from

task-level analysis →
What transfers
The commercial half of the degree used on the other side of the table: total cost rather than price, and a supplier relationship that has to survive the quarter in which you pushed hard on it.
What graduates typically lack
Graduates can build a comparison and cannot yet judge the thing the comparison leaves out: whether this supplier will still answer the phone in a bad month. Nothing in a spreadsheet carries that, and it is what the job is paid for.
Entry reality
A standard graduate entry in manufacturing, retail and large services, and less contested than sales. Read the occupation page for the split that matters here: the sourcing and comparison half is assessed as automating, the supplier judgement half is not, and which half a given job is made of varies more between companies than the title suggests.
Test this term

Buy something real for a society or a lab with more than one plausible supplier, and write down the reason you chose one — in terms that are not the price. Then check, a month later, whether that reason turned out to be true.

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