Irregular Warfare Expert
-
Research/Development
AI Evaluation, Operations Research Analyst
Job Description & How to Apply Below
Pay: $50 - $100/hour
Required Skills- special operations doctrine
- operational planning
- tactical and operational judgment
- analytical skills
- written communication
- scenario development
- unconventional warfare
- operational risk assessment
- military report writing
- critical thinking
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 type:
Contractor
Location:
Remote
Commitment:
Flexible, project or task-based
Compensation:
Typically $50–$100 USD/hour, negotiable based on experience
Project duration:
Dependent on customer requirements
micro1 is looking for experienced Special Operations and Irregular Warfare professionals with backgrounds in the US military, Special Operations Forces (SOF), or allied defense organizations to support customer projects focused on AI training and evaluation.
In this role, you'll apply your operational expertise to assess complex military scenarios, evaluate tactical and strategic reasoning, and contribute to the development of realistic military assessments.
Your expertise will help improve how AI systems understand special operations, unconventional warfare, mission planning, and operational decision-making.
What you'll do- Develop realistic, unclassified scenarios involving special operations, irregular warfare, and military planning.
- Review and assess military-related content for operational accuracy, relevance, and realism.
- Evaluate tactical and operational decisions, identifying gaps, inconsistencies, and unsupported assumptions.
- Apply professional knowledge of special operations doctrine, mission planning, and operational risk assessment.
- Provide structured feedback and clear explanations to support project deliverables.
- Professional experience in Special Operations Forces, irregular warfare, or special operations planning within military or defense organizations.
- Strong understanding of unconventional warfare, special operations missions, and operational planning.
- Experience applying tactical or operational judgment in military environments.
- Strong analytical, critical-thinking, and written communication skills.
- Previous experience with USSOCOM, US Army Special Forces, Naval Special Warfare, Marine Raiders, Air Force Special Operations, or comparable allied units.
- Experience in unconventional warfare, counter terrorism, foreign internal defense, or special reconnaissance.
- Background in joint operations, mission planning, intelligence support, or operational risk assessment.
- Experience developing operational assessments, military reports, training materials, or doctrine.
- Experience in deployed operational environments or multinational military operations.
Candidates will complete an
AI interview
as part of the application process.
Email
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