Full-Cycle Recruiter (Short-Term Contract)

Careerflow.ai•,

19h•$60 - $80•Remote

About The Position

Careerflow Human Data Labs partners with AI companies to bring real-world professional expertise into their products. We are working with an AI research organization that is building systems capable of handling long, multi-step professional work. To do that well, those systems need to learn from how expert practitioners actually operate, not from generic online content. We're hiring experienced recruiters to document one long-term task from their own work in structured detail: the triggers, the steps, the decision rules, the tools, the stakeholders, the edge cases, and the judgment calls that don't appear in any playbook.

Requirements

3+ years in full-cycle recruiting, agency or in-house, currently or recently practising
Ownership across the funnel from intake through offer, not sourcing only
Experience recruiting for US employers or the US market
Comfortable writing at length and being precise about numbers and rules
Available for 10-15 hours of focused work over a 7-10 day window

Responsibilities

Choose one recurring task from your own work that spans days to months (for example, taking an approved req from intake through a signed offer)
Complete a structured online form documenting that task end to end, at a level of detail where someone who has never done the job could follow it
Cover the specifics: exact thresholds, scoring criteria, escalation paths, message channels, tool access, failure modes