Explore occupational data for your school. Enter the access code from your Kibo contact to continue.
Preview session only — no student accounts at T0.
Pick Current and Compare-to. Affinity is facet math (skills / knowledge / abilities / interests / relatedness / job zone) — no embeddings, no LLM copy. Titles only.
Current role + SOC job family. Shortlist ranks by affinity. Click a result to load it as the Role Plan goal.
Structured Current → Goal plan: affinity, overlap / gaps, zone delta, 1–3 bridges, wage trajectory. No coach prose.