Published
You posted a role. 100 CVs arrived in three days. You have one afternoon to get to a shortlist, and you'd rather be shipping product. Here's the playbook small hiring teams actually use to cut screening from hours to minutes — with AI as the first pass and human judgment saved for the candidates that matter.
Step 1 — Write a tight job description first (5 min)
The biggest screening time-sink isn't reading CVs — it's re-deciding criteria while you read them. Fix this up front. Your JD should clearly separate must-haves ("3+ years Python, ships to production weekly") from nice-to-haves ("AWS experience"). If you can't articulate a must-have in one sentence, it's not actually a must-have.
Step 2 — Bulk-upload, don't open files one at a time (2 min)
ZIP all 100 CVs. Upload the ZIP to your screening tool in one action. If your tool forces you to upload one at a time, that's the tool's problem — swap it. The Scorify, for example, accepts ZIPs with PDFs, DOCX, and plain text mixed.
Step 3 — Let AI rank against the JD (1 min)
Paste the JD, trigger scoring, wait ~60 seconds for 100 CVs. You'll get a ranked list with per-candidate scores and evidence. Resist the urge to skim the bottom of the list — it's almost never worth it.
Step 4 — Spot-check the top 20% (15 min)
For 100 CVs, read the top 20 manually. Two things to verify per candidate: (1) the AI's rationale matches what's actually in the CV, and (2) nothing disqualifying is hiding in plain sight (location, visa, salary expectations if included). At 45 seconds per CV, you're done in 15 minutes.
Step 5 — Tag your interview shortlist (5 min)
From the top 20, pick 5–10 for first interviews. Generate AI interview questions per candidate so you're not asking the same five questions to everyone — each interview should probe the gaps and strengths in that specific CV.
What you just saved
Manual screening of 100 CVs at 2 minutes each = 3.5 hours. AI-assisted screening with spot-checks = 30 minutes. Across one year of hiring (assume 6 roles, 100 applicants each), that's 18+ hours back — a full work-week redirected from screening to interviewing the right people.
What not to automate
- •Auto-rejection emails. Let the AI rank, never let it reject.
- •First-call screening. Humans still read tone, motivation, cultural fit.
- •Final hire decisions. AI is a filter, not a hiring manager.
Try this playbook on your next batch
Free account, 50 CVs/month. First shortlist ready in 10 minutes.
Start free