Side-by-side · Rubric v1.0
CodeSignal vs UKG
Side-by-side scores and evidence under the HireAIScore rubric v1.0. Click a vendor name to jump to the full profile and the cited evidence behind each score.
Vendor profile
CodeSignal
CodeSignal is a technical skills assessment and interview platform for developer hiring that adds AI features including an AI Interviewer, AI-assisted/agentic coding assessments, and AI-plus-human proctoring.
Vendor profile
UKG
UKG is an enterprise HCM and workforce-management suite whose UKG Pro Recruiting applicant-tracking module, augmented by the embedded Bryte AI layer, drafts job descriptions and produces profile-match candidate scores to rank and shortlist applicants.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CodeSignal minus UKG.
| Category | Weight | CodeSignal | UKG | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 48 | -10 |
| Bias Audit Transparency | 18% | 45 | 30 | +15 |
| FRIA Support | 15% | 25 | 35 | -10 |
| Data Governance Disclosure | 15% | 50 | 56 | -6 |
| Human Oversight Design | 12% | 55 | 52 | +3 |
| Post-Market Monitoring | 12% | 38 | 38 | — |
| Customer Documentation | 8% | 62 | 55 | +7 |
| Total | 100% | 43 (F) | 44 (F) | -1 |
§ Evidence summary
Evidence count
CodeSignal
20 rows across 7 categories
- documentation
- 13
- absence
- 5
- public statement
- 2
Evidence count
UKG
14 rows across 7 categories
- documentation
- 5
- absence
- 8
- audit report
- 1