THE RESEARCH FRAMEWORK
A score should help you ask better questions. You should be able to see what contributed to it, where the evidence came from, and what is still unknown.
How compatible does this role appear with existing commitments?
A general, deterministic assessment of posting-derived signals. The same evidence and scoring version will produce the same result, regardless of who is browsing.
Planned output: 0–100, confidence, contributions, and unknowns.
How well does this role match your specific search profile?
A separate, deterministic comparison against preferences you choose. A promising OE Score can still be a poor fit for your location, pay requirements, or schedule.
Planned output: a fit breakdown for the selected search profile.
AA TRACEABLE CHAIN
The evidence should be close enough to inspect, with facts, extraction, and community reports clearly distinguished.
Retain source references and supporting text for extracted signals. Consolidate duplicate sources around one canonical job.
Use source fields and deterministic parsing first. Optional AI extraction may help with ambiguous text in the background, with evidence retained.
Rules calculate the score from structured signals. AI does not assign the final score or run when you browse or change filters.
Display unknown fields and confidence with positive and negative contributions. A number alone isn’t the whole picture.
A CRITICAL DISTINCTION
A posting that doesn’t mention weekend work hasn’t promised your weekends are free. Missing information stays unknown; it doesn’t become a positive signal.
Your settings stay in your hands.Organizing jobs will never silently rewrite your search criteria.
Read the privacy overview