Glossary

Score model version

The versioned identifier for the scoring rules behind published occupation ratings — currently seed-v0.4-2026-05 — so every score can be traced to the model that produced it.

What this means in practice

Scores are versioned separately from editorial content so that a change in methodology cannot silently rewrite the site's claims. Each occupation carries a score set tied to a named model version, its weights, and its review status.

The current public model is a directional seed model, openly described as such on the methodology page. When weights or inputs change, the version changes with them, and existing scores remain attributable to the rules that generated them — the difference between a model and a vibe.

In the data

See this term in the occupation data

These published occupation pages show score model version in action — with task-level exposure, automation and augmentation scores, wage context, and transition pathways.