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Generalist micro1

Military Operations & IHL Expert

Micro1 Remote

Education

Any

Type

hourly

Pay Rate (by country)

$50–$90/hr

Actively Hiring

5 openings

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About this Role

From the Micro1 listing

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

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

Preferred Qualifications

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

Requirements

  • War Fighting
  • Weapons Targeting
  • Defense Operations
  • Humanitarian Law
  • Must be eligible to work in Remote

Key Responsibilities

  • Develop comprehensive taxonomies for military-use and defense operations within diverse conflict contexts.
  • Create dual-use triage frameworks that help distinguish between military and civilian applications of technology and knowledge.
  • Establish clear boundaries for prohibited assistance under international humanitarian law, providing structured input for AI training and evaluation.
  • Design conflict-risk rubrics and scenario-based evaluation tools to assess operational and ethical implications of defense activities.

Why This Role

Rare opportunity for top 1% experts. Earn $70/hr contributing to the world's most advanced AI labs. This is one of the few roles where academic precision is valued as highly as commercial output.

Skills & Categories

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Generalist Expert AI Training

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Frequently Asked Questions

Can I apply to Micro1 from outside the US or UK?

Yes. Micro1 accepts applicants from most countries worldwide, unlike DataAnnotation or Outlier, both of which cap access to a handful of English-speaking countries. Most roles still require strong written and spoken English.

Does Micro1 monitor your computer while you work?

On many projects, yes, through time-tracking tools that take periodic screenshots to verify active hours. Check the specific project's requirements before accepting if desktop monitoring is a dealbreaker.

What does the Micro1 application process look like?

Expect a screening interview with Zara, Micro1's AI recruiter. Prepare for it like a real video call: good lighting, clear audio, verbal answers to technical questions. A human manager reviews the recording afterward, and some roles add a short skills assessment on top.

What does task-based AI training work actually look like?

Practical, hands-on data work: recording short videos, categorizing images, rating text responses, or analyzing data. Tasks are designed to be short and distinct, typically 5 to 60 minutes each.

What does asynchronous AI training work mean in practice?

No set hours, no check-ins, no meetings. You log in when you want, pick up an available task, complete it, and submit; nobody is waiting on you in real time. That's different from remote employment, where you're expected online during business hours. The tradeoff: you're competing with others for available tasks, so an empty queue means there's simply nothing to do until more work is released.

What does Generalist work look like for a Military Operations & IHL Expert?

Tasks here are scoped to Generalist, not generic labeling. As a Military Operations & IHL Expert, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Generalist) rather than following a one-size-fits-all rubric. If you don't have hands-on Generalist background, this is likely not the right listing to start with.

What does the 'openings' count on this listing mean?

It's Micro1's live count of how many candidates it's still trying to place for this specific role, 5 right now, not a countdown on your individual application. A higher number signals more active demand; it doesn't lower the bar for acceptance.

What happens when I click Apply on this listing?

You'll be taken to Micro1's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.