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Military Writing Specialist

micro1 is hiring a Military Writing Specialist for a remote role open to applicants in United States. It pays $40-$80/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.
  • This is listed as a remote role.
  • The posting mentions Replicate, military writing and documentation among its tools and skills.
  • micro1 has 337 other open roles on Level.
  • Posted within the past week.

AI in this role

Military writing specialist needed to generate prompts, golden responses, and grading rubrics to train AI systems on government communication.

replicate
military-writingdocumentationprompt-engineeringevaluation

Role Title: Military Writing Specialist


Role Type: Contractor


Location: Remote (US Only)


micro1 is engaging Military Writing Specialists to support a unique project, leveraging expertise in military writing and reporting. 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. Contributors will use their background in Department of War (Department of Defense) documentation to generate, review, and evaluate a wide range of reports, summaries, and status updates reflective of authentic military processes. Your input will help develop benchmarks and grading guidelines that will teach AI to understand and replicate effective, compliant government communication.


Scope of Work

  1. Create realistic military and federal status reports, summaries, and executive updates based on prompts and supplied artifacts.
  2. Develop “golden responses” that demonstrate high-quality, standards-aligned reporting for use in AI model training.
  3. Draft grading rubrics and guidelines that reflect best practices in federal and military writing assessment.
  4. Evaluate AI-generated reports, providing detailed feedback in both written and verbal form.
  5. Share context on stylistic differences and individual approaches to common military documents (e.g., WARs, SITREPs, AARs, executive summaries).
  6. Produce supporting documents such as decision briefs, memoranda, and action officer updates when required.
  7. Collaborate with other subject matter experts to ensure diversity of reporting styles and adherence to branch-specific terminology.


Preferred Qualifications

  1. Former U.S. Department of War (Department of Defense) professional with at least 3 years of relevant experience.
  2. Experience producing templated and standard reports such as Weekly Activity Reports (WARs), Situation Reports (SITREPs), After-Action Reviews, or similar artifacts.
  3. Expertise spanning two or more branches of the U.S. military is a plus; a diverse background across roles is highly valued.
  4. Proven proficiency in written and verbal communication, particularly in conveying technical or operational subject matter.
  5. Demonstrated ability to craft, grade, and review back office documents, PowerPoints, memos, and spreadsheets for military or federal purposes.
  6. US-based contributor with broad familiarity with federal documentation standards and compliance best practices.
  7. Comfortable collaborating remotely and sharing insights on nuanced, highly procedural reporting tasks.

How we rate this

Military Writing Specialist 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.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ 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

Military WritingDocumentationPrompt engineeringEvaluationReplicate

Questions you could be asked

  1. Tell me about a project where military writing was part of your work. What did you do?
  2. Tell me about a project where documentation was part of your work. What did you do?
  3. How do you structure and test a prompt to get consistent output from a language model?
  4. Tell me about a project where evaluation was part of your work. What did you do?
  5. Walk me through how you've used Replicate in your day-to-day work.

Adapt your resume

  • List these exact terms on your resume: Military Writing, Documentation, Prompt engineering, Evaluation, and Replicate. 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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