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Human Intelligence Collector

$25–$65/hr

RemoteRemote, US-based preferred.Contractbusiness
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About this role

Role Overview

Apply professional elicitation and investigative interviewing expertise to help train next-generation AI systems through high-quality, real-world analysis and feedback. This remote contract role centers on interpreting subtle verbal and behavioral signals, assessing response reliability, and documenting defensible reasoning for both technical and non-specialist audiences. Prior AI experience is not required.

Key Responsibilities

  • Conduct or evaluate structured elicitation and interview sessions to obtain accurate, relevant information from varied subjects.
  • Build rapport that supports open communication without pressure or coercion.
  • Interpret tone, pacing, hesitation, gestures, and other verbal or nonverbal cues in real time, adjusting questioning approaches as appropriate.
  • Evaluate the consistency, reliability, and possible evasiveness of responses, including confidence assessments for each interaction.
  • Identify and annotate emotional and motivational factors that influence participant responses.
  • Document analytical reasoning clearly and traceably to support review and learning.
  • Score or annotate sessions against detailed rubrics while maintaining objectivity and consistency across cases.

Qualifications

  • 3 to 5+ years of professional experience in interviewing, intelligence elicitation, or investigative questioning, such as military HUMINT, law-enforcement interviewing, or skilled negotiation.
  • Training in recognized interviewing approaches, including the PEACE model, cognitive interviewing, or comparable frameworks.
  • Strong elicitation strategy, real-time cue-reading, reliability-assessment, investigative-questioning, and attention-to-detail skills.
  • Ability to explain analytical judgments clearly in writing, rather than relying solely on intuition.
  • Exceptional written English communication, with clarity, precision, and defensible analysis.
  • Experience engaging diverse populations or working through interpreters is preferred.
  • Familiarity with data annotation, AI model evaluation, or after-action or assessment-report writing is preferred.

Work Terms

  • Independent contractor engagement.
  • Remote, with US-based candidates preferred.
  • Minimum commitment of approximately 15 hours per week.
  • Work supports a specialized customer project.

Compensation

$25 to $65 per hour.

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