Job Description

Pay: $40 - $80/hour

Required Skills
military writing
federal documentation standards
report generation and evaluation
grading rubric development
written and verbal communication
department of defense procedures
collaborative remote work
compliance best practices
About micro1
micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.

Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.

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

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

Preferred Qualifications

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