Intelligence Analyst

micro1 is engaging Intelligence Analysts to contribute to a customer-facing project focused on evaluating and advancing artificial intelligence capabilities. 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

• Develop and map analytic cases to defined taxonomies across multiple evaluation areas, ensuring comprehensive coverage of relevant intelligence scenarios.
• Author complex test cases designed to evaluate model performance on source handling, analytic rigor, and nuanced uncertainty expression.
• Assess and grade AI-generated responses based on criteria such as reasoning, source use, recognition of limitations, and practical utility.
• Identify and flag instances where legitimate analytic exploration is over-refused by the model, providing clear documentation and feedback.
• Document edge cases and analytic disagreements, supporting continuous improvement of evaluation methodologies.
• Collaborate with project leads to refine procedures for source evaluation and confidence-level assignment.
• Contribute insights to help calibrate analytic standards and enhance the overall quality of AI system benchmarks.

Preferred Qualifications

• Demonstrated all-source analytic experience or deep expertise in a specific analytic discipline, ideally with a civilian-IC background.
• Strong proficiency in source evaluation, confidence-level assessment, and established analytic standards.
• Experience in teaching, mentoring, or leading analytic reviews, with a record of fostering analytic rigor.
• Exceptional written and verbal communication skills, with a focus on clarity and precision.
• Ability to identify and articulate nuanced model limitations and over-refusal scenarios.
• Familiarity with structured analytic techniques and intelligence tradecraft standards.
• Previous participation in AI evaluation or model assessment initiatives is a plus.

Learn More About Our Government & Defense Work

At micro1, we work with government and defense experts to evaluate how advanced AI models perform on real-world tasks.

Our MissionReport benchmark assesses AI-generated military and government reports, highlighting the importance of expert judgment, accuracy, and operational understanding.

Learn more: https://www.micro1.ai/benchmark/mission-report