Jobs / Generalist

211 Specialist

micro1 is looking for 211 Specialists to help evaluate and improve AI systems on government services topics. Pay as listed: $50–$150/hr. Remote.

Pay (as listed on micro1)
$50–$150/hr · Hourly
Commitment
10–20 hrs/week
Job type
Contract
Location
Remote
Languages
English
Category
Generalist
Posted
Oct 13, 2026

Skills

  • Information and referral
  • Active listening and crisis intervention
  • Community resource databases
  • Needs assessment
  • Public benefits knowledge
  • Call center experience

Job description

Role Title: 211 Specialist

Role Type: Contractor

Location: Remote

Time Commitment: 10-20 hours/week, short-term project

micro1 is looking for 211 Specialists to help evaluate and improve AI systems on government services topics. You’ll use your experience answering the public to check that questions sound like real callers and that answers would actually help them. Accuracy comes first. No AI experience is needed; your domain knowledge is what matters.

Scope of Work

  • Review sample questions and flag any that don’t sound like what real callers ask.
  • Write rubrics that define a correct, complete answer, including the right referrals and next steps for the caller.
  • Evaluate AI-generated answers against your rubrics, flagging errors, omissions, outdated guidance, and answers that wouldn’t help a real caller.
  • Share clear written feedback with the project team, working asynchronously.

Required Qualifications

  • Experience as a 211 Specialist, Information & Referral Specialist, or Benefits Navigator, answering public questions about government services
  • 1+ years of regular, high-volume public contact (phone, chat, or in person)
  • Working knowledge of public benefits and community resources
  • US-based
  • Able to start quickly and commit 10-20 hours/week
  • Clear, precise writing

Nice to Have

  • Experience with crisis intervention or needs assessment
  • Experience using community resource databases
  • Experience creating guides, scripts, or training materials
  • Experience helping a diverse range of callers, including rural and Spanish-speaking communities

Apply on micro1 — this is a referral link; we may receive a reward if you’re hired, at no cost to you.

Listed on micro1. Details can change, so confirm on micro1 before applying.

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