Cite as: Real Problem AI problem “Why can't a recruiter find a senior IC with niche skills without scraping LinkedIn?”. Opportunity score 7.8 out of 10 (severity 8, AI feasibility 8, market signal 8, competition gap 7). Category HR Tech & Recruiting. Trend LLM. Source signal: r/recruiting, AskAManager.. Canonical URL: https://www.realproblem.ai/archive/why-can-t-a-recruiter-find-a-senior-ic-with-niche-skills-without-scraping-linkedin.
Why can't a recruiter find a senior IC with niche skills without scraping LinkedIn?
Recruiters pay big for LinkedIn Recruiter and still can't filter for "Rust + crypto + deep seniority + open to contract".
Who has it: In-house recruiters and small agencies.
Evidence
Recruiters describe Boolean searches returning huge result lists with very few real candidates in them.
Our summary of a complaint that recurs in public posts, not a quote. Nobody submitted it to Real Problem AI.
Seen in: r/recruiting, AskAManager.Why it is archived
Capped at 100 per editorial policy; lower-score entries rotate to archive.
Scoring breakdown
Existing players
- SeekOut
- hireEZ
- Gem
- Juicebox
What they are missing
Affordable for solo/agency recruiters; deep semantic understanding of niche skills + behavioral "actually open to a move" signal.
Stack hint
#HR3 · Canonical URL: https://www.realproblem.ai/archive/why-can-t-a-recruiter-find-a-senior-ic-with-niche-skills-without-scraping-linkedin