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Combat Arms & Targeting SME

$110
per hour
Contractor Remote Last verified 21 Jul 2026
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About the Role

micro1 is engaging Combat Arms & Targeting subject-matter experts to support a cutting-edge project for a defense-focused customer. 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.

What You'll Do

  • Map authentic military-activity scenarios to an approved taxonomy, clearly delineating between conceptual explanation, lawful policy/readiness support, evidence curation, and the controlled boundary with operational decision support, destructive execution, autonomous weapons, and unlawful planning.
  • Identify and propose nuanced or non-obvious boundary cases that might be misclassified by less-experienced reviewers, ensuring nuanced judgment is captured.
  • Evaluate and grade AI-generated responses for source handling, proper expression of uncertainty (such as conflicting pattern-of-life intelligence), reasoning quality, stated limitations, and operational utility.
  • Flag instances where AI models incorrectly refuse to engage with valid conceptual or policy questions, supporting the ongoing refinement of model parameters.
  • Document edge cases, gray areas, and points of disagreement, maintaining a defensible and transparent answer key for model training and review processes.
  • Support continuous refinement of project guidelines by sharing insights from operational, targeting, and fires expertise.

You're a Good Fit If You

  • Required skills: Targeting & fires judgment, Boundary discrimination, Utility assessment
  • Extensive hands-on experience in joint or service-specific fires, targeting, or weapons employment decision-making (e.g., combat pilot, battle manager, JTAC, field or air-defense artillery officer, naval strike officer, carrier air-wing targeteer, or Aegis-qualified TAO/IAMD WTI).
  • Advanced tactical training, such as TOPGUN, USAF Weapons School, Joint Firepower Course, or non-US allied equivalents.
  • Demonstrated teaching, leadership, or evaluative experience (e.g., WTI, instructor, mission commander, or debrief facilitator).
  • Excellent written and verbal communication skills, with proven ability to articulate operational judgment clearly and succinctly.
  • Strong capability to assess targeting and fires utility, discriminate boundaries, and provide clear justifications.
  • Law-of-armed-conflict or rules-of-engagement fluency from an operational perspective (not a legal role), considered a plus.
  • Experience with AI model evaluation, wargaming, or re

Role Highlights

Pay
$60-$110/h
Contract
Contractor
Location
Remote
Category
Model evaluation
Posted
10 days ago
Job ID

Pay & Payout

Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.

Common Questions

micro1 has a reliability rating of reliable based on the listings we track, with an onboarding time of 1-3 days. See our full micro1 review for the details behind that rating.

Applying takes you to micro1's own website, where the application is completed. We are not a recruiter or employer and do not process applications directly - we may be recorded as the referring source.

$60-$110/h - Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.

Map authentic military-activity scenarios to an approved taxonomy, clearly delineating between conceptual explanation, lawful policy/readiness support, evidence curation, and the controlled boundary with operational decision support, destructive execution, autonomous weapons, and unlawful planning. Identify and propose nuanced or non-obvious boundary cases that might be misclassified by less-experienced reviewers, ensuring nuanced judgment is captured. Evaluate and grade AI-generated responses for source handling, proper expression of uncertainty (such as conflicting pattern-of-life intelligence), reasoning quality, stated limitations, and operational utility.

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About micro1 for this role

We track 368 open micro1 roles on AI Work Expert. Across 535 hourly listings, the typical micro1 rate runs from $50 to $90 an hour; this role lists $60-$110/h. Our reliability rating for micro1 is reliable, with an onboarding time of 1-3 days.