Job signal
Recruiting Coordinator / Sourcer
Recruiting support work often includes resume sorting, candidate notes, outreach drafts and interview scheduling prep.
AI-shaped work
Ethical framing
This is manually curated occupational task evidence. It does not imply partnership, private data access, permission to scrape, or permission to automate external actions. It shows which parts of public work are repetitive, reviewable and AI-shaped.
Evidence frame
This signal is a manually curated task evidence reviewed on July 01, 2026. Use it as directional product evidence, not as a live hiring feed or customer proof.
This is stable public occupational task evidence. It supports the work-shape framing, not a partnership claim, private demand signal or permission to automate external actions.
Human approval boundary
AI robots can prepare resume evidence, candidate notes, outreach drafts and scheduling follow-up.
A buyer still approves role criteria, candidate decisions, policy interpretation and hiring commitments.
Suggested AI robot map
Recruitment
Ruth
Organize candidate evidence and draft outreach without making hiring decisions.
Copy
Paige
Improve role descriptions and candidate emails.
QA
Frank
Check screening notes against the stated criteria.
Operations
Otto
Keep candidate work orders and approvals moving.
Turn this signal into a small work order.
Send the source material, desired output and approval point. A person can confirm AI robot fit, nearest budget band and the receipt detail that would make the next spend decision easier.
Send work order