Combat Arms & Targeting SME
micro1 is hiring a Combat Arms & Targeting SME for a remote role. It pays $60-$110/hr and Level rates it ; you can apply on micro1.
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Level's read on this job
- On Level's scale, this role is Works on AI ●●●○: the daily work is on AI products, without building the model.
- The posting lists this role as remote.
- Tools and skills the posting cites include AI evaluation, domain expertise and military strategy.
- Level lists 303 other open roles at micro1.
- The role was posted within the past week.
AI in this role
Evaluate and train defense-focused AI models using combat arms and targeting domain expertise.
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.
How we rate this
Combat Arms & Targeting SME at micro1 rates 65 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.
Works on AI. The daily work is on AI products, without building the model.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- How do you decide that one model's output is better than another's for a given task?
- Tell me about a project where domain expertise was part of your work. What did you do?
- Tell me about a project where military strategy was part of your work. What did you do?
- Tell me about a project where content evaluation was part of your work. What did you do?
- Tell me about a project where taxonomy was part of your work. What did you do?
Adapt your resume
- List these exact terms on your resume: AI Evaluation, Domain Expertise, Military Strategy, Content Evaluation, and Taxonomy. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.
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