ClearanceJobs Triage Engine

Candidate scoring and tiering for hard-to-fill cleared roles

Scores and tiers cleared-candidate exports against role criteria using hard gates for clearance and location plus weighted keyword scoring, then writes a color-tiered Excel workbook with clickable profiles. Built to cut manual screening time on roles where qualified people often use non-standard titles.

Highlights

• Hard gates plus weighted keyword scoring produce ranked tiers, not a flat list.
• Suppresses literal-phrase bias that hides strong candidates with unusual titles.
• Browser-to-ingest workflow replaced manual file shuttling between tools.