Humanitarian Jobs in Houston, TX

Military Operations & IHL Expert$50 - $90/hourpay

Required Skills

War FightingWeapons TargetingDefense OperationsHumanitarian Law

About micro1

micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform.

Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI.

Role Title: Military Operations & IHL Expert

Role Type: Contractor

Location: Remote

micro1 is engaging Military Operations & IHL Experts to contribute to a prominent defense-policy and humanitarian-law 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. You will leverage your deep understanding of warfighting, weapons targeting, defense operations, and international humanitarian law to support the development of frameworks that responsibly evaluate military and humanitarian scenarios. This is a unique opportunity to influence technology at the intersection of operational expertise and conflict ethics while working alongside other experts at the forefront of these domains.

Scope of Work

1. Develop comprehensive taxonomies for military-use and defense operations within diverse conflict contexts.
2. Create dual-use triage frameworks that help distinguish between military and civilian applications of technology and knowledge.
3. Establish clear boundaries for prohibited assistance under international humanitarian law, providing structured input for AI training and evaluation.
4. Design conflict-risk rubrics and scenario-based evaluation tools to assess operational and ethical implications of defense activities.
5. Evaluate and refine policy-relevant benchmarks to ensure responsible testing of AI models in defense and humanitarian contexts.
6. Contribute written and verbal analyses articulating complex warfighting, targeting, and IHL concepts for interdisciplinary audiences.

Preferred Qualifications

1. 5+ years of relevant military, defense analysis, or IHL experience; ideally 8–20 years for senior contributors.
2. Advanced degree (e.g., MA, LLM, PhD) or equivalent operational experience in military science, security studies, international law, or related fields.
3. High credibility and established track record in warfighting, operational planning, targeting law, or humanitarian law application.
4. Expertise in interpreting and applying conflict ethics, IHL, and defense policy frameworks in real-world scenarios.
5. Exceptional written and verbal communication skills, with the ability to convey technical and ethical concepts clearly and concisely.
6. Experience in research, policy analysis, or advisory roles within military, governmental, legal, or think-tank environments.
7. Prior involvement with conflict analysis, war-crimes investigation, or weapons-policy development is a strong plus.