You posted a role. The applications came in fast — 50 in week 1, 150 by week 3. Your inbox is full and your hiring tracker is empty.
That's not a sourcing problem. That's a screening, listing, or candidate-experience problem. Here's how to figure out which.
## Diagnosis 1: Listing pulls in the wrong applicants
**Symptom**: 80% of applications are way under the bar. Two-line cover letters. Resumes that don't match the function.
**Root cause**: The JD is generic enough that it reads as "we'll take anyone." Listings that say "looking for talented engineers passionate about our mission" attract everyone. Listings that say "you'll own our payments infrastructure: Stripe migrations, ledger reconciliation, and our internal financial reporting tool" attract the right four people.
**Fix**: Rewrite the JD around concrete deliverables. The narrower the role description, the higher-signal the application pool — even if the absolute volume drops 60%.
## Diagnosis 2: Salary band is missing or too wide
**Symptom**: You get application volume but the candidates you actually want all withdraw at the offer stage citing comp.
**Root cause**: When the band is missing or wide, top candidates assume the worst and self-screen out. The ones who stay are the ones with weaker BATNA — exactly the cohort you don't want for a first hire.
**Fix**: Publish a tight band that you'll actually pay. $140-160K is a band. $120-200K is a wishlist.
## Diagnosis 3: Screening rubric isn't a rubric
**Symptom**: Hiring manager has read 80 resumes, can't articulate why they passed on most of them.
**Root cause**: No written rubric. Manager is screening on gut feel, which is biased, slow, and inconsistent. By application 50, decision fatigue has set in and they're rejecting good candidates because they look like the last bad one.
**Fix**: Write a 5-criterion rubric BEFORE the first application comes in. Each criterion gets a 1-5 score. Total >= 18 = phone screen. <18 = pass. Reviewer time per resume drops from 4 minutes to 90 seconds, AND you can audit your decisions later.
Sample rubric for a senior IC role:
- **Domain depth**: years + seniority of relevant experience
- **Outcome evidence**: do their bullets show measurable impact?
- **Communication**: can they write?
- **Trajectory**: where they've been going matters more than where they are
- **Cost-fit**: their probable comp expectation vs your band
## Diagnosis 4: Take-home is too long or too short
**Symptom**: Candidates start the take-home and ghost. OR every candidate "passes" the take-home and your final round can't separate them.
**Root cause** (too long): A 12-hour take-home filters for unemployed candidates and people willing to deeply discount their time. The senior candidates you want won't do it. You optimize for desperation.
**Root cause** (too short): A 30-minute take-home doesn't show the candidate's real work. Everyone passes, so you've spent 4 rounds without learning anything.
**Fix**: 2-3 hour paid take-home. Pay $200-400 for it. The pay matters — it tells the candidate you respect their time and it filters out the candidates who won't take it seriously.
## Diagnosis 5: Candidate experience is broken
**Symptom**: Candidates withdraw mid-process. References tell you "they had two other offers and yours felt slow."
**Root cause**: 14+ days from application to offer. Multiple back-channel "let me check with the team" delays. No clear next-step communication.
**Fix**: Run the entire process in 10 calendar days. Application → screening rubric (24h) → phone screen (within 5 days) → take-home (5-7 days candidate time) → final round (within 3 days of submission) → offer (within 24h of final round). If this seems impossible, your hiring process has too many decision-makers.
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## The most common compound failure
Three of the above five at once: generic JD + no salary band + 12-hour take-home. The volume is great. The conversion is zero. The candidates who would actually take the offer self-selected out at week one.
## What to do this week
1. Re-write the JD around concrete deliverables (60 min)
2. Add a salary band (5 min — but get the comp committee aligned)
3. Write the 5-criterion rubric (30 min)
4. Cap the take-home at 3 hours and pay for it (15 min to update the listing)
5. Compress the timeline (mostly an internal alignment problem, allow 1-2 weeks)
Then re-post. You'll get 60% fewer applications and 5× more qualified candidates.
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