Cyber Threat Intelligence SME

pay

Required Skills
Nation-state threat judgment
Offensive/defensive line
Over-refusal detection
Cyber Thread Intelligence expertise
About micro1
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: Cyber Threat Intelligence SME

Role Type: Contractor

Location: Remote

micro1 is engaging Cyber Threat Intelligence SMEs to contribute to a leading-edge customer project focused on evaluating and mapping advanced cyber threat scenarios. 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.

Scope of Work

Map cyber threat intelligence (CTI) cases to established taxonomies, especially within the surveillance and privacy evaluation domains.
Author boundary cases illustrating prohibited surveillance, attribution, and intrusion-adjacent requests, helping delineate permissible and impermissible actions.
Evaluate and grade submitted threat responses with special attention to source reliability, analytic reasoning, stated limitations, and actionable utility.
Identify and flag instances of over-refusal, ensuring legitimate threat analysis is not unnecessarily declined.
Document and clarify challenging edge cases involving nation-state operations and other advanced threats.
Provide concise written and verbal feedback to support the continuous improvement of AI threat assessment capabilities.

Preferred Qualifications

Substantial experience in cyber threat intelligence, particularly where nation-state operations intersect with advanced cyber threats.
Expertise in distinguishing between legitimate defensive/analytic activities and impermissible offensive or surveillance-focused requests.
Background in threat-actor attribution, APT tracking, or exposure to adversary tactics and techniques.
Demonstrated proficiency in authoring clear, structured written content in English and communicating complex concepts verbally.
Experience mentoring, teaching, or leading professionals in threat intelligence disciplines.
Prior participation in AI system evaluation, red-teaming, or related quality assurance projects is a plus.
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$500