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Xperteez Technology

🌍 Intelligence Analyst, Remote- Contract

Posted 3 hours ago
$30 - $80 per hour
5-10 years experience
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AI Summary

Develop analytic cases and complex test cases to evaluate AI performance in source handling, reasoning, uncertainty expression, and practical utility. Grade model responses, document edge cases and over-refusals, and collaborate with project leads to refine evaluation procedures and analytic standards.

Role Title: Intelligence Analyst

Role Type: Contract

Location: Remote

Required Skills:

  • Analytic rigor

  • Source handling

  • Over-refusal detection

  • All-Source Intelligence Analysis

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.

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