About Micro1: Job DescriptionRole Title: Military Writing SpecialistRole Type: ContractorLocation: 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 WorkCreate 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 QualificationsFormer 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.
About Micro1: Job DescriptionRole Title: Senior DoD Staff Writing SMERole Type: ContractorLocation: Remote (US Only) micro1 is engaging Senior DoD Staff Writing SMEs to contribute expert knowledge and writing skills to a pivotal customer project. 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 WorkDevelop and provide well-structured prompts, input artifacts, and golden responses for diverse Department of Defense (DoD) staff writing tasks such as WARs, SITREPs, executive summaries, and performance reports.Create grading guidelines to evaluate and score AI-generated outputs, ensuring alignment with DoD standards and expectations for accuracy, tone, and compliance.Produce authentic report artifacts reflecting the style, structure, and language used in real-world DoD documentation across a range of operational and administrative scenarios.Contribute to the design and review of test materials that evaluate AI capabilities in summarizing and reporting tasks typically performed by federal personnel.Engage in feedback cycles to refine prompts, responses, and grading rubrics based on project needs and model performance.Leverage back-office and communication experience to simulate weekly, monthly, and ad hoc reporting formats familiar to federal organizations.Preferred QualificationsFormer federal contributor for the U.S. Department of War (Department of Defense), with at least 3 years of relevant experience.Experience producing key reporting artifacts such as Weekly Activity Reports (WARs), Situation Reports (SITREPs), executive summaries, and similar standard formats.Background in one of the six branches of the U.S. military, with diversity of experience across different roles and units preferred.Demonstrated excellence in written and verbal communication, with clear attention to detail and audience-appropriate language.Familiarity with back-office tools and processes, including the production and formatting of PowerPoint briefings, memos, Excel summaries, and related documentation.Strong analytical skills for evaluating and providing constructive feedback on AI-generated staff writing outputs.US-based with an understanding of federal compliance, reporting requirements, and DoD-specific terminology and workflows.
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About Micro1: Job DescriptionRole Title: Linguistics SpecialistsRole Type: ContractorLocation: Remote (US and Western Europe) micro1 is engaging Linguistics Specialists to contribute expertise to a customer project focused on language model evaluation. 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 WorkCarefully review and analyze conversations between humans and large language models (LLMs) for accuracy, clarity, and completeness.Examine and assess responses generated by LLMs against well-defined instruction-following guidelines.Provide detailed, constructive written and verbal feedback regarding model output quality.Identify subtle errors and inconsistencies in grammar, usage, and context, ensuring linguistic precision.Deliver succinct, actionable feedback with meticulous attention to detail, focusing on accuracy rather than creativity.Document findings and recommendations in clear, organized reports to support ongoing model improvements.Collaborate with project coordinators to clarify guidelines and address ambiguities in tasks as needed.Preferred QualificationsNative proficiency in U.S. English (required for this engagement).Advanced academic background or extensive professional experience in linguistics, language analysis, or related fields.Demonstrated expertise in written communication, with the ability to deliver nuanced linguistic assessments.Strong generalist skills as a writer and linguistic specialist, with exceptional attention to language detail.Ability to provide both written and verbal insights clearly and professionally in English.Availability to begin contributing immediately upon selection.Experience with guideline or rubric-based evaluation preferred, though not required.
Linguistics analysis
Written communication
Attention to detail
