Remote Military Writing Specialist — AI Research & Domain Evaluation

We are seeking a detail-oriented Remote Military Writing Specialist — AI Research & Domain Evaluation ($40 - $80/hour, 100% remote) to join ZR Talent Group. Contributors in this role draw upon real-world mastery of military writing, federal documentation standards, report generation and evaluation, grading rubric development to evaluate AI-generated deliverables, construct detailed grading rubrics, and guide post-training model alignment.

Prior experience building machine learning systems is not required—our research partners value authentic practitioner judgment, domain rigor, and clear analytical writing.

Key Responsibilities & Deliverables

• 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.
• Assess and benchmark model-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.

Required Qualifications & Technical Criteria

• Demonstrated professional or advanced academic background in military writing, federal documentation standards, report generation and evaluation, grading rubric development.
• Strong analytical writing and critical evaluation skills in English.
• Self-directed work ethic suited for an asynchronous, 100% remote research environment.

Preferred Experience & Bonus Attributes

• 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.

Compensation, Remote Eligibility & Schedule

• Compensation Band: $40 - $80/hour
• Work Model: 100% Remote / Work From Home with flexible asynchronous scheduling
• Eligible Remote Locations: United States, Canada, United Kingdom, Australia, New Zealand, Ireland, and South Africa
• Current Openings: 20 active specialist positions
• Hiring Organization: ZR Talent Group
• Core Skills & Technologies: 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