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Human Intelligence Collector (HUMINT)
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About the Role
micro1 is engaging Human Intelligence Collectors to contribute their expertise in elicitation and investigative questioning on a specialized customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is ideal for those with a background in complex interviewing or intelligence collection, and a keen ability to interpret subtle verbal and behavioral cues.
What You'll Do
- Conduct or assess structured elicitation and interview sessions to extract accurate and relevant information from varied subjects
- Establish rapport with participants to encourage open communication without applying pressure or coercion
- Analyze responses in real-time, reading tone, pacing, and nonverbal cues, and dynamically adjusting questioning strategies
- Assess the internal consistency, reliability, and potential evasiveness of responses, providing confidence assessments for each interaction
- Identify and annotate emotional and motivational drivers influencing participants' responses
- Document your analytical reasoning in a clear, traceable manner to support downstream review and learning
- Score or annotate sessions according to a detailed rubric, maintaining objectivity and consistency across multiple cases
You're a Good Fit If You
- Required skills: Elicitation strategy, Real-time cue reading, Reliability assessment, Interrogation/investigative questioning, Attention to detail, HUMINT
- 3–5+ years of experience in professional interviewing, intelligence elicitation, or investigative questioning (e.g., military HUMINT, law-enforcement interviewing, skilled negotiation)
- Training in recognized interviewing methodologies such as the PEACE model, cognitive interviewing, or similar frameworks
- Expertise in real-time interpretation of paralinguistic and nonverbal cues (tone, pacing, hesitation, gestures)
- Demonstrated ability to clearly justify analytical reads in writing, not just by intuition
- Exceptional written English skills with a focus on clarity, precision, and defensibility
- Experience working with diverse populations or through interpreters
- Familiarity with data annotation, AI model evaluation, or after-action/assessment report writing
Role Highlights
Pay & Payout
Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.
Common Questions
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About micro1 for this role
We track 368 open micro1 roles on AI Work Expert. Across 535 hourly listings, the typical micro1 rate runs from $50 to $90 an hour; this role lists $30-$80/h. Our reliability rating for micro1 is reliable, with an onboarding time of 1-3 days.
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