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Legal micro1

Operational Law Attorney (JAG) SME

micro1 • Remote

Education

Not stated

Type

Hourly

Pay

$95-170/hr

Your rate depends on your experience and the task.

Actively hiring

5 openings

Checked

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About this role

From the micro1 listing

Role Title: Operational Law Attorney (JAG) SME Role Type: Contractor Location: Remote micro1 is engaging Operational Law Attorney (JAG) subject matter experts to contribute to a high-impact customer project addressing the legal boundaries of military activities and surveillance/privacy evaluations. 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. Scope of Work

  • Author and categorize boundary cases focusing on the application of the law of armed conflict (LOAC), including distinction, proportionality, and precautions in attack.
  • Render operational legal judgments on ambiguous scenarios, defending and documenting your reasoning in detail.
  • Validate and refine the legal framework underpinning the project's taxonomy to ensure its robustness under scrutiny.
  • Assess AI-generated responses for depth of reasoning, treatment of genuine legal uncertainty, and clarity of limitations.
  • Identify and flag both excessive caution as well as insufficient legal rigor in the model’s handling of complex military-legal questions.
  • Maintain comprehensive documentation of edge cases and the legal authorities supporting each conclusion. Preferred Qualifications
  • JAG or equivalent background with direct operational law experience advising commanders on LOAC, rules of engagement (ROE), targeting, or detention.
  • Demonstrated, hands-on application of distinction, proportionality, and precautions in real-world operations.
  • Expertise with Geneva Conventions, Additional Protocols, customary international humanitarian law, and relevant ROE frameworks.
  • Service at a command, combatant command legal office, or targeting cell (US or allied forces).
  • Experience leading reviews, teaching, or providing legal advisory services in operational contexts.
  • Exceptional legal writing and analytical skills with a focus on written and verbal clarity.
  • Exposure to intelligence law, cyber law, or the interplay between IHL and international human rights law is a plus.
  • Prior experience in AI evaluation, wargaming, or governance initiatives is considered an asset. Process overview:
  • Apply and submit your profile and complete the role’s screening questions.
  • Take the AI Interview with Zara our AI Recruiter
  • Screener survey, a short survey to understand your background and experience, your experience working with AI, and your approach to a brief case.
  • Profile review, the team reviews your background and survey responses against the role.
  • Onboarding, Talent Ops gets you set up once you’re selected.

Requirements

  • Operational LOAC judgment
  • Proportionality & distinction analysis
  • Legal-uncertainty reasoning
  • Civilian-protection reasoning
  • JAG expertise

How long hiring takes

On the platforms we refer people to, half of hires came within about 25 days of applying. Time from applying to hire:

Under 2 weeks
~30%
2 weeks to 6 weeks
~40%
6 weeks to 3 months
~15%
Over 3 months
~15%

Key responsibilities

  • Author and categorize boundary cases focusing on the application of the law of armed conflict (LOAC), including distinction, proportionality, and precautions in attack.
  • Render operational legal judgments on ambiguous scenarios, defending and documenting your reasoning in detail.
  • Validate and refine the legal framework underpinning the project's taxonomy to ensure its robustness under scrutiny.
  • Assess AI-generated responses for depth of reasoning, treatment of genuine legal uncertainty, and clarity of limitations.

Why this role

This Operational Law Attorney (JAG) SME role pays $95-170/hr for Legal judgment from someone trained in the field.

Talent pool

We're light on Legal candidates

We've tracked 279 Legal listings and have few candidates to put forward for them. Set up a profile and we'll consider you for roles like this one.

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Common questions

What does the micro1 application process look like?

You start with a video interview with Zara, micro1's AI interviewer. Treat it like a video call: good light, clear sound and spoken answers to technical questions. A person reviews the recording, and some roles add a short skills test.

Can I apply to micro1 from outside the US or UK?

Yes. micro1 accepts applicants from most countries. Most roles need strong written and spoken English.

Is AI training work the same as traditional consulting?

It's closer to teaching. You grade the AI's logic, correct its mistakes and write the expert reasoning it lacks, instead of producing work for a client.

Why do expert AI training roles pay well?

The model already knows the basics. It needs help with hard edge cases, the judgment calls a senior professional in the field gets right.

What does Legal work look like for an Operational Law Attorney (JAG) SME?

You check AI answers to Legal questions, correct their errors and write expert reasoning. As an Operational Law Attorney (JAG) SME, you're hired for that judgment, so hands-on Legal experience matters.

What specific skills does this listing call for?

Operational LOAC judgment, Proportionality & distinction analysis, Legal-uncertainty reasoning, and Civilian-protection reasoning are named directly in the listing. If you don't have hands-on experience with these, expect the screening to test for them.

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

It's how many people micro1 still wants to hire for this role: 5 when we last checked. A high number means more places to fill. The screening stays the same.

How much does this specific role pay?

This listing is posted at $95-170/hr, an hourly rate. Where you land in the range depends on your background and the assessment. Pay can change after we check the listing, so confirm the rate on the platform's application page.

What happens when I click Apply on this listing?

Apply opens micro1's site, where you create an account and follow its sign-up steps.