Side-by-side · Rubric v1.0
CodeSignal vs Paylocity
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
Paylocity
Paylocity is a cloud-based HCM and payroll platform whose talent suite includes an applicant tracking system with generative-AI job-description and invite drafting, one-way video interviews, candidate self-scheduling, and a conversational "AI Assistant."
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CodeSignal minus Paylocity.
| Category | Weight | CodeSignal | Paylocity | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 44 | -6 |
| Bias Audit Transparency | 18% | 45 | 33 | +12 |
| FRIA Support | 15% | 25 | 30 | -5 |
| Data Governance Disclosure | 15% | 50 | 54 | -4 |
| Human Oversight Design | 12% | 55 | 50 | +5 |
| Post-Market Monitoring | 12% | 38 | 42 | -4 |
| Customer Documentation | 8% | 62 | 58 | +4 |
| Total | 100% | 43 (F) | 43 (F) | — |
§ Evidence summary
Evidence count
CodeSignal
20 rows across 7 categories
- documentation
- 13
- absence
- 5
- public statement
- 2
Evidence count
Paylocity
18 rows across 7 categories
- documentation
- 7
- public statement
- 3
- absence
- 7
- audit report
- 1