Army Combat Operations Expert

micro1; United States; Remote; USD 83,000 - 165,000; Full time

Job summary

micro1 is seeking a Army Combat Operations Expert to evaluate AI-generated military scenarios, focusing on tactical operations, mission planning, and weapons employment. You will provide expert feedback to improve AI reasoning and reliability, with emphasis on ROE and LOAC compliance.

Remote contractor position, requiring current or former Army professionals with firsthand combat experience and strong written communication skills. Prior deployments or Ranger qualifications are highly desirable.

Qualifications

• Current or former Army professional with combat operations experience.
• Hands-on experience in tactical operations, mission planning, or weapons employment.
• Strong understanding of Army tactics and combat decision-making.
• Clear written communication of complex military concepts.

Responsibilities

• Evaluate AI-generated military scenarios for realism and sound reasoning.
• Identify operational inaccuracies and provide expert feedback.
• Ensure alignment with ROE and LOAC in scenario content.

Skills

Army combat operations

Infantry experience

Tactical decision-making

Written communication

ROE/LOAC knowledge

Job description

pay

• army tactics
• tactical operations
• mission planning
• weapons employment
• operational decision-making
• rules of engagement (roe)
• law of armed conflict (loac)
• scenario evaluation
• written communication
• attention to detail

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: Army Combat Operations Expert

Role Type: Contractor

Location: Remote

About the Role

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

Scope of Work

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

Qualifications

• Current or former Army professional with experience in infantry, artillery, armor, combat engineering, Army aviation, or other combat-arms specialties.
• Hands-on experience in tactical operations, mission planning, or weapons employment.
• Strong understanding of Army tactics, operational procedures, and combat decision-making.
• Ability to communicate complex military concepts clearly in writing.
• Combat deployments, Ranger qualifications, weapons specialization, or tactical instructor experience are highly desirable.
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