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Human Intelligence Collector

$65
per hour
Contractor Remote Last verified 21 Jul 2026
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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. Your written and verbal communication skills will play a pivotal role as you document your reasoning and analysis for technical and non-specialist audiences alike.

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
  • 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
$25-$65/h
Contract
Contractor
Location
Remote
Category
Model evaluation
Posted
27 days ago
Job ID
WE-7551

Pay & Payout

Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.

Common Questions

micro1 has a reliability rating of reliable based on the listings we track, with an onboarding time of 1-3 days. See our full micro1 review for the details behind that rating.

Applying takes you to micro1's own website, where the application is completed. We are not a recruiter or employer and do not process applications directly - we may be recorded as the referring source.

$25-$65/h - Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.

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

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