Recommendations only scored open shifts, but almost all roles — doctors especially — exist as
استخدام (jobs), not dated shifts, and the only shifts are a handful of nurse shifts. So a visitor
who prefers «پزشک» got nurse-shift recommendations (scored by city/freshness) because there were
no doctor shifts to surface.
Now the engine scores BOTH shifts and job openings: role/city/facility/pay/freshness apply to
each, behavioral affinities are derived from shift AND job interest events, and the merged top-N
is returned. Recommendation can now carry a Shift or a JobOpening; the card renders either
(job → /Jobs/Details with employment type + salary; shift → unchanged with hour-bar). Cold start
interleaves the freshest of both.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
soroush.asadi
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