LinkedIn Candidate Search (No Cookies) - Talent Sourcing API

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LinkedIn Candidate Search (No Cookies) - Talent Sourcing API

Extract verified LinkedIn profiles for any IT role and location — no LinkedIn account, no cookies, no bans.

Built for recruiters, sales teams, and HR professionals who need qualified candidate lists fast, without expensive tools or manual searching.

🎬 See It In Action

▶️ Watch: How To Search Candidate on LinkedIn | Automate Candidate Sourcing | LinkedIn Data Workflow Demo

⭐ Why This Scraper?

• ✅ No LinkedIn login required — works without cookies or sessions
• ✅ No account bans — operates via external search simulation with stealth mode
• ✅ Structured output — get names, titles, profile URLs, and bios instantly
• ✅ Saves hours — build a 50-profile shortlist in minutes, not days
• ✅ Export-ready — JSON, CSV, Excel, or direct API integration

📝 Use Cases & ROI

🚀 How to Use

1. Open the Actor on Apify
2. Type a Job Role — any role you want (free text; suggested IT roles shown as a hint)
3. (Optional) Pick a Seniority level (Junior → Director)
4. (Optional) Add required Technologies / Skills (e.g., Spring Boot, Kafka, AWS)
5. (Optional) Add free-text Keywords to narrow further (e.g., microservices)
6. (Optional) Add Exclude Keywords to filter out noise (e.g., recruiter, intern, manager)
7. Add one or more Locations — each city is a separate entry; multiple entries are combined with OR in the search query
8. Set Max Profiles (up to 50 per run)
9. Click Run — results ready in minutes
10. Download as CSV, Excel, or JSON — or connect via API

🧩 Input Configuration

At least one of job_role, technologies, or keywords should be provided — otherwise the query is too broad and you'll get noise.

Example — Detailed Targeted Search

{
"job_role":"Java Developer",
"seniority":"Senior",
"technologies":["Spring Boot","Kafka","AWS"],
"keywords":"microservices",
"exclude_keywords":["recruiter","intern","manager"],
"location":["New York","New Jersey","Chicago"],
"max_profiles":20
}
### Example — Tech-only Search (no location)
```json
{
"technologies":["PyTorch","LLM"],
"keywords":"research",
"max_profiles":10
}
### Ranking & Soft Fallback
- Results are **ranked** by match score (URL quality 20 + role 20 + location 20 + technologies 25 + keywords 15 = 100).
- If the primary query returns fewer than half the requested profiles, the Actor **automatically retries** with `keywords` dropped to relax the search.
---
## 📦 Output Fields
Each result includes:
| Field | Description |
| ------------- | ---------------------------------------- |
| `name` | Full name of the candidate |
| `title` | Job title or LinkedIn headline |
| `profile_url` | Direct LinkedIn profile link |
| `snippet` | Short bio/description from search result |
### Example Output
```json
[
{
"name":"John Doe",
"title":"Python Developer",
"profile_url":"https://www.linkedin.com/in/johndoe",
"snippet":"Experienced Python Developer with expertise in Django, Flask, and cloud technologies..."
}
]

🔌 Integrations

Plug directly into your existing stack:

• n8n / Make (Integromat) — automate candidate sourcing workflows
• Zapier — push results to Google Sheets, Notion, or your ATS
• REST API — poll results programmatically from any CRM or internal tool
• CSV/Excel — instant download for manual review or bulk import

🆘 Support

For issues, custom role requests, or feature suggestions:

Email: bhavin.shah@techforceglobal.com

Need a Custom Pipeline?

Want more than 50 profiles, multi-role batch runs, or integration with your ATS/CRM?

📅 Book a Free 15-min Consultation

Made with ❤️ by Techforce Specialists in High-Performance Web Scrapers and AI Automation.

Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by LinkedIn Corporation. LinkedIn® is a registered trademark of LinkedIn Corporation. All trademarks are property of their respective owners.