The state of the market.
68 signals, 13 papers
What every paper adds up to for one job family in one region. Each cell is computed from published signals with its weights shown, so you can recompute it yourself.
0 of 12 job families can be scored for Finland. The other 12 stay empty because nothing has been published about them yet. That is the honest state, not a bug.
How this is computed
Every paper contributes signals: one measured claim about a job family in a region, over a reference period, from a source. A cell is the weighted total of those signals. Evidence counts for more when the source is easier to check, the measurement is more recent, and the figure was taken on this market rather than borrowed from a wider one.
When the evidence points both ways, it is not averaged. The cell reads divergent and shows both readings.
The formula, the weights and the ladders
The papers these signals come from
The same figures as JSON, free to use
Computed for 2026-Q3. Cells move without new research too, because evidence counts for less as it ages.