The Challenge
Physician recruitment is notoriously inefficient on both sides: job boards built for generic hiring don't capture what actually matters to a physician evaluating a role (practice culture, call schedule, patient population, growth path), and employers waste cycles sorting through mismatched applicants. The client needed AI driven matching that could actually parse nuance not just filter by specialty and location.







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