Switching to skill-based hiring is a strategic shift, and shifts like that need measuring. Otherwise you've just changed the vocabulary.
Dos and don'ts for employers
Do
- Define roles by 90-day outcomes before you pick screening methods. Gartner's "promise" framing supports outcome-led design.
- Use short, role-relevant assessments with transparent scoring.
- Structure interviews with consistent questions and calibrated scoring.
- Treat degrees as a signal rather than a gate, unless the law says otherwise.
Don't
- Don't auto-reject for trainable skills. Your funnel will quietly shrink.
- Don't stack multiple long take-homes. Drop-off rises, and the process starts favoring candidates with more free time.
- Don't let confidence stand in for competence. Ask for evidence.
Dos and don'ts for candidates
Do
- Build one strong proof artifact per target role, not a portfolio of everything.
- Show outcomes and reasoning, especially the tradeoffs and constraints you worked under.
- Use verification to increase trust when your background is non-traditional or you're changing careers. SkillStamp's report is designed for exactly that case.
Don't
- Don't rely on a degree alone as your differentiator. Plenty of other candidates have one.
- Don't hide behind buzzwords. Show what you built, analyzed, improved, or fixed.
- Don't spray applications across unrelated roles. Signal dilution is real.
KPIs to track
All target ranges below are illustrative and should be adjusted to your baseline and role type.
| KPI | How to measure | Why it matters | Illustrative target |
|---|---|---|---|
| Time-to-shortlist | Days from job posted to "final shortlist created" | Measures screening efficiency | -20% to -50% |
| Assessment completion | % who start and submit assessment | Detects candidate friction | 65%-90% |
| Interview-to-offer ratio | Offers / interviews held | Measures interview signal quality | +10% to +30% |
| 90-day ramp milestone hit rate | % of hires meeting 90-day outcomes | Measures quality-of-hire proxy | +10% to +20% |
Two measurement tips
Track KPIs by role family (marketing, sales, IT, engineering) because baseline funnels differ. An 80% assessment completion rate might be excellent for engineering and worrying for sales.
Track your top reasons for rejection too. They tell you whether a skills test has drifted too broad or off-target. If you're rejecting people for skills that aren't on your 6-competency scorecard, the assessment needs recalibrating.
The bottom line
One number worth remembering: LinkedIn's Economic Graph research estimates skills-based hiring can expand talent pools by a median 6.1x compared to prior job title searches.
The matching risk sits in Hidden Workers research, which shows exact-criteria filters can systematically exclude capable people. Degree-based defaults shrink your pool quietly, while you sit there convinced that nobody is qualified.
Start building your skills-first funnel
- Employers: build a verified hiring pipeline with structured assessments and evidence-based decisions.
- Candidates: get your SkillStamp assessment and start sharing proof.
- See what's included: pricing, badges, portfolios, and report validity.