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Nairobi · KenyaFree to read
For professionals

Read your own role before someone else does.

You already know your field is changing. What is hard to find is a specific, checkable account of which parts are changing, how fast, and what the short moves out look like from where you actually stand.

The rating

Exposure is a task list, not a verdict.

The most exposed role in the catalogue right now is Data Entry Clerk, at 92 out of 100. Even there, the record publishes what a machine cannot do, and that list is the part worth building on.

1,516Careers, each with both task lists
+25%Senior pay, projected to 2030
+12%Entry pay, over the same period
What you get

What you get, and at which tier.

The reference costs nothing. What the Professional tier buys is the work of running a live search while holding down the job you already have.

Career recorddata-analyst
Data AnalystTechnology · entry KES 72k to 102k
78exposure
Automatable
78
Still human
22
HiringGrowing
SectorTechnology
ReviewedAug
Salary

Know the band before the conversation.

Salary is recorded per role and per stage, in shillings, from the same records everything else here comes from. It is the difference between negotiating from a number and negotiating from a feeling.

20242030
Entry60kMid130kSenior263k
+12%67k+22%159k+25%330k

Monthly pay in Kenyan shillings, rounded to the nearest thousand. These are projections, not observations.

Limits

What it cannot tell you.

The catalogue describes roles. It does not know your employer, your manager or your last review.

5 stated

  • 01It does not know your employer. Two people in the same role at different organisations face very different timelines, and the catalogue describes the role rather than the desk.
  • 02It is not a job board. There is no listings search here: the catalogue tells you what a role is worth and where it leads, not who is hiring for it this week.
  • 03Pay is a recorded band, not an offer. It comes from the same records as everything else, per role and per stage, and a band is a starting point for a conversation rather than a number to quote.
  • 04Pivot routes are ranked by skill overlap in the catalogue, not by your CV. They are the shortest moves on paper, which is a different thing from the shortest move for you.
  • 05Exposure ratings are derived from published research applied to recorded tasks. They are an estimate of where work is heading, dated to the studies behind them, and every record shows both.
Questions

Common questions.

If yours is not here, ask. We answer in writing so the answer is quotable.

Four minutes

Find your role. Read both lists.

Search the career index for what you do now, and read the automated and human task lists side by side. That single page is the fastest honest answer to the question you came with.