Side-by-side · Rubric v1.0
CodeSignal vs Pillar
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
Pillar
Pillar (now "AI Interview Companion by Employ") is an interview intelligence platform that records and transcribes job interviews, generates AI interview guides and highlight clips, and surfaces candidate insights and interviewer-coaching recommendations.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CodeSignal minus Pillar.
| Category | Weight | CodeSignal | Pillar | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 42 | -4 |
| Bias Audit Transparency | 18% | 45 | 38 | +7 |
| FRIA Support | 15% | 25 | 30 | -5 |
| Data Governance Disclosure | 15% | 50 | 45 | +5 |
| Human Oversight Design | 12% | 55 | 48 | +7 |
| Post-Market Monitoring | 12% | 38 | 33 | +5 |
| Customer Documentation | 8% | 62 | 50 | +12 |
| Total | 100% | 43 (F) | 40 (F) | +3 |
§ Evidence summary
Evidence count
CodeSignal
20 rows across 7 categories
- documentation
- 13
- absence
- 5
- public statement
- 2
Evidence count
Pillar
19 rows across 7 categories
- documentation
- 8
- absence
- 7
- audit report
- 1
- public statement
- 3