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micro1 · Finance & specialist

Combat Arms & Targeting SME

Listed on micro1 as “Combat Arms & Targeting SME”

$70-$130/hrRemoteContractPaid in USD
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How this rate compares

This listing

$70–$130 per hour

Typical in Finance & specialist

$60–$100 per hour

Within the typical range

Typical: the middle of the lowest and highest rates posted by 345 listings in this category on Seoulstart, in US dollars.

What this actually is

You bring your specialist expertise to AI evaluation. The shape of the work varies but the pattern is the same: review outputs, rate quality, write prompts, flag errors. The platform title (Combat Arms & Targeting SME) reflects the rate band and the expertise required, not the day-to-day work.

How micro1 picks people

  1. Apply to the role, then do an interview with micro1's AI recruiter. It takes 20 to 40 minutes.
  2. Some roles add a short skills test after the interview.
  3. If you pass, micro1 asks you to finish your profile and verify your ID. You then join its certified pool and can apply to its other open roles.

Before you start

  • Plan for 40 minutes in a quiet place.
  • Have your CV and two or three examples of your own work in this field ready to talk about.

Not every applicant gets an offer. Prepare well for the interview.

How to prepare for the micro1 interview

Source: micro1's help pages. library.micro1.ai

Can you do this on your visa?

F-2 / F-4 / F-5 / F-6: open. E-1 to E-7: needs concurrent-employment permit. D-2 / D-4 students: S-3 permit, 20 hr/week cap. D-10 / D-8: case by case.

Korean tax on USD income

First 5 years in Korea: foreign-source income only taxed if remitted into Korea. After year 5: worldwide income. Full tax guide.

Original posting from micro1

Role Title: Combat Arms & Targeting SME

Role Type: Contractor

Location: Remote

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.

Scope of Work

• 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.

Preferred Qualifications

• 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 red-teaming is valued but not required.

Quoted from micro1's public listing on 2026-11-13. We don't edit platform copy; honest framing is in the title and the “what this actually is” block above.

More on this platform

About micro1

Recruits experts and generalists for AI training projects and lists each role with an hourly range on its own job board. You apply per role, then do a role-specific interview with micro1's AI recruiter.

All micro1 jobs

Is micro1 legit? Our review

A real US company that pays experts in USD through Deel twice a month. The hard part is getting from the Zara AI interview to paid work. Covers pay and who can join.

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