The AI hiring software map

AI talent marketplaces

4 companies on the AI hiring software map. Updated .

An AI talent marketplace matches employers with candidates or recruiters it has already vetted. AI does the vetting. Often an AI interviewer talks to each candidate before the match.

Paraform pairs 10,000+ expert recruiters with custom AI agents. Fonzi runs a curated marketplace for software and AI engineers. Fika Jobs turns a short AI video interview into a profile that employers browse.

AI talent marketplaces

  • Paraform

    "Hire great people in days, not months." Paraform is a marketplace where 10,000+ expert recruiters and custom AI agents fill an employer's critical roles. The employer posts a role. Agents trained on past hiring outcomes ("Paraform Hiring Intelligence") give a shortlist of vetted candidates. Recruiters bring and vet candidates from their own networks. A dedicated talent strategist actively manages the search. The hiring team still interviews and decides. Recruiters get free AI sourcing, matching, CRM, a notetaker and a scheduler.

    On the map

  • Ethos

    "Human intelligence, on-demand." A London AI-native expert network. A voice AI agent runs a structured interview with each expert and asks follow-up questions. It adds their papers, code and other public work to build a profile. Clients such as AI labs, investment funds and corporates search in plain language. Ethos matches experts to expert calls, surveys, consulting, AI data projects and full-time roles. It mainly sells expert access, not a hiring tool for an HR team.

    On the map

  • Fika Jobs

    "Standout. From the crowd." Stockholm startup Fika Jobs has job seekers take a roughly 10-minute video interview with an AI agent, then turns the answers into a video profile that employers browse. Employers pay no subscription: Fika takes a 10% fee on the hire's first-year salary. It is a success-fee talent marketplace rather than a screening tool employers run on their own applicants.

    On the map

  • Fonzi

    "Where Top Startups Meet Top Engineers." Fonzi runs a curated hiring marketplace for software and AI engineers. Applicants talk briefly with Fonzi's AI interviewer, then a recruiter calls those who fit. Top candidates enter a monthly Match Day where startups, who must commit to salary ranges up front, request interviews. Each candidate gets a human recruiter and employers run their own interviews. In January 2026 it bought Cook'd, an AI-native ATS for engineering hiring.

    On the map

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