Official inputs
Salary, market and pathway facts.
Country-specific records retain source, reference period, mapping quality and availability status.
Derived and experimental
Fit, overlap, difficulty and retraining band.
Every calculation is assembled from visible components. Estimated retraining is a conservative band, not a course-duration promise.
Still unscored when missing
Remote work and temporary pay disruption.
Preferences remain visible, but missing transition-specific data never becomes an invented value or silent country fallback.