Should you screen CVs manually or use AI? Here's an honest comparison to help you decide what's right for your team.
Explore CV screening software UKLong screening sessions make it harder to apply the same level of attention to every application, especially on high-volume roles.
Different reviewers apply different standards. The same CV might be shortlisted by one recruiter and rejected by another.
Manual first-pass review pulls recruiters away from higher-value activities like candidate engagement and hiring manager alignment.
When candidates ask why they weren't shortlisted, you can't provide a clear answer. This creates compliance risk and poor candidate experience.
| Aspect | Manual Screening | AI Screening (Marxel) |
|---|---|---|
| Time per CV | 5-7 minutes average | < 10 seconds✓ |
| 100 CVs screening time | 8-12 hours | < 20 minutes✓ |
| Consistency | Varies by reviewer fatigue, time of day | Same criteria applied to every CV✓ |
| Criteria tracking | Mental checklist or spreadsheet | Explicit rubric with weighted criteria✓ |
| Bias risk | Higher - unconscious bias, fatigue effects | Lower - criteria-based evaluation only✓ |
| Candidate explanations | Rarely documented | Auto-generated for every candidate✓ |
| Nuanced judgment | Strong - can read between lines✓ | Good - but may miss subtle signals |
| Unusual candidates | Better at spotting non-traditional fits✓ | May require manual review |
| Setup time | None✓ | 10-15 minutes to define rubric |
| Cost (100 CVs) | £200-400 in recruiter time | £0-15 depending on plan✓ |
✓ indicates advantage in that category
Most successful teams don't choose one or the other. They use AI for the initial screen, then apply human judgment where it matters most.
See how this works in practice in our CV screening software UK workflow, including rubric review, explainable buckets, and bulk CV processing.
Try Marxel free with your next batch of CVs. No credit card required. Screen up to 25 CVs per month on the Free plan.
For high-volume roles (50+ applications), AI screening is typically faster, more consistent, and more cost-effective. For senior/executive roles with few applications, manual review may be preferred. Many teams use AI for initial screening, then manual review for shortlisted candidates.
AI screens against your defined criteria, so it won't miss candidates who match your requirements. However, it may not spot non-traditional candidates who could be great fits despite not matching typical criteria. That's why we recommend human review of the 'Potential' and 'Hold' buckets.
The time saving depends on your review depth and CV volume. A manual screen of 100 CVs can take several hours; AI-assisted screening can process the batch quickly, then let humans focus review time on the strongest and most ambiguous candidates.
AI screening based on explicit criteria is generally less biased than manual screening, which can be affected by fatigue, mood, and unconscious bias. However, biased criteria will produce biased results. Marxel lets you review and adjust criteria before processing.
Yes, and we recommend it. Use AI to quickly categorise candidates into buckets, then focus manual review time on promising candidates and edge cases. This gives you speed without sacrificing judgment.
Every Marxel screening includes an explanation of why each candidate was placed in their bucket. You can review the evidence, move candidates between buckets, and keep final decisions with your hiring team.