Human Intelligence Collector (HUMINT)

pay Required Skills Elicitation strategy Real-time cue reading Reliability assessment Interrogation/investigative questioning Attention to detail HUMINT micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings. Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity. Role Title: Human Intelligence Collector (HUMINT) Role Type: Contractor (at least ~15 hs a week) Location: Remote, US-based preferred. 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. Scope of Work 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 Preferred Qualifications 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 Email Have any questions? See FAQs #J-18808-Ljbffr