Military Operations Expert

micro1; United States; Remote; USD 90,000 - 130,000; Part time

Job summary

micro1 is seeking a Military Operations Expert for an AI development project focused on military operations and decision-making. You will evaluate AI-generated scenarios for realism, identify inaccuracies, and provide expert feedback to improve AI reasoning and reliability.

Remote contractor role requiring firsthand military experience in areas such as infantry, combat aviation, targeting, or military intelligence. Strong written communication and analytical abilities are essential.

Qualifications

• Military professionals with firsthand operational experience.

Responsibilities

• Evaluate AI-generated military scenarios for operational realism and tactical accuracy.
• Review and critique military planning, combat operations, targeting, and weapons employment scenarios.
• Assess ROE, LOAC, and operational constraints in evaluated write-ups.
• Provide clear, structured written feedback to improve AI reasoning and reliability.

Skills

military operations expertise

tactical decision-making

operational planning

rules of engagement (roe)

law of armed conflict (loac)

scenario evaluation

written communication

critical thinking

attention to detail

military intelligence

combat operations assessment

Job description

pay

Required Skills

• military operations expertise
• tactical decision-making
• operational planning
• rules of engagement (roe)
• law of armed conflict (loac)
• scenario evaluation
• written communication
• critical thinking
• attention to detail
• military intelligence
• combat operations assessment

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: Military Operations Expert

Role Type: Contractor

Location: Remote

About the Role

micro1 is seeking current or former military professionals with firsthand operational experience to contribute to an AI development project focused on military operations, tactical decision-making, and international humanitarian law. You'll evaluate AI-generated military scenarios, identify inaccuracies, and provide expert feedback to improve AI reasoning and reliability.

Scope of Work

• Evaluate AI-generated military scenarios for operational realism, tactical accuracy, and sound decision-making.
• Review military planning, combat operations, targeting, and weapons employment scenarios.
• Assess the application of Rules of Engagement (ROE), Law of Armed Conflict (LOAC), and operational constraints.
• Identify inaccuracies and provide clear, structured written feedback.

Qualifications

• Military operational experience in areas such as infantry, Special Operations Forces, combat aviation, artillery, targeting, air defense, naval operations, or military intelligence.
• Strong understanding of military operations, tactical planning, and operational decision-making.
• Ability to assess complex scenarios and communicate findings clearly in writing.
• Combat deployments, operational command, weapons specialization, or military instructional experience are highly desirable.
• Familiarity with ROE, LOAC, or international humanitarian law is a plus.
• Email

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