Ai Recruitment Talent Scout

# 👥 AI Recruitment & Talent Scout Engine

**Slug:** `ai-recruitment-talent-scout`  
**Category:** HR / Talent Acquisition  
**Powered by:** [Apify](https://www.apify.com?fpr=dx06p) + Claude AI

> Input a job role + criteria. Get a **ranked shortlist of pre-qualified candidates** — scraped from LinkedIn, GitHub, and job boards — with AI-scored profiles, personalized outreach messages, and full contact details. Hire faster than any recruiter alive.

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## 💥 Why This Skill Is a Goldmine on ClawHub

Recruitment agencies charge **$15,000–$30,000 per hire**. In-house HR teams spend **23 days on average** to fill a single position. This skill does the same work in **under 10 minutes**.

Every startup, scale-up, agency, HR consultant, and freelance recruiter is your target. That's one of the largest B2B markets on earth.

**What gets automated:**
- 🔍 Scrape **hundreds of matching candidate profiles** from LinkedIn, GitHub & job boards
- 🎯 AI-score each candidate against your exact criteria (0–100 fit score)
- 📊 Enrich profiles with skills, experience, location, availability signals
- 📬 Generate **hyper-personalized outreach messages** per candidate
- 🏆 Deliver a **ranked shortlist** of your top 10 candidates ready to contact
- 💡 Detect **passive candidates** — people not actively looking but open to opportunities

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## 🛠️ Apify Actors Used

| Actor | ID | Purpose |
|---|---|---|
| LinkedIn Profile Scraper | `dev_fusion/linkedin-profile-scraper` | Candidate profiles, experience, skills |
| LinkedIn Jobs Scraper | `curious_coder/linkedin-jobs-scraper` | Active job seekers & recent movers |
| GitHub Scraper | `apify/github-scraper` | Top developers by tech stack & activity |
| Indeed Scraper | `misceres/indeed-scraper` | Candidates actively looking for work |
| Hunter.io Email Finder | `misceres/prospectin-email-finder` | Verified professional email addresses |
| Google Search Scraper | `apify/google-search-scraper` | Personal websites, portfolios, press mentions...