Industry · Recruiting & staffing
Recruiting & staffing data licensing for AI.
Quick answer
Recruiting firms record a complete workflow from job requirement to placement: sourcing, screening notes, interview evaluations, client feedback and outcomes. Outcome-labeled hiring workflows are useful for AI developers building recruiting agents and evaluation sets.
Business context
Candidate data is personal data, so de-identification and fairness review are central. Workflow structure, evaluation rubrics and outcomes are often the most valuable parts.
Valuable recruiting & staffing datasets
| Dataset | What it contains |
|---|---|
| Job requirements | Role specs and intake notes |
| Screening and evaluations | Structured interview feedback |
| Client feedback | Accept/reject decisions with reasons |
| Placements | Outcomes linked to the workflow |
How AI developers use it
- Recruiting agents
- Screening assistants
- Evaluation datasets
Privacy, legal and security considerations
- Candidate privacy
- Anti-discrimination rules
- Client confidentiality
How SourceX approaches it
We start with a description of your systems — no data leaves your company during assessment. If there's relevant demand, we propose scope, permitted use and preparation requirements for your approval, and nothing is delivered without an executed agreement and your explicit authorization.
Related data categories
Frequently asked questions
- Is candidate data licensable?
- Typically only in de-identified form and where consent and local law allow.
Related resources
- IndustryBPO & contact centers data
- IndustryConsulting & professional services data
- QuestionCan CRM data be licensed?
- SolutionHow AI developers source data
- QuestionDo AI companies buy private business data?
- SolutionData partnerships between businesses and AI developers
- DataWorkflow data
- DataStandard operating procedures
- InsightHow much is my company data worth to AI companies?
- InsightIs it safe to license company data for AI training?
- InsightHow to monetize your business data: a practical guide
- GlossaryDataset
See if your company qualifies
A short company assessment. No data uploads are needed.