Information Specialist - Freelance AI Trainer Project

### Project Overview

We are sourcing independent Information Specialists to provide their expertise for an AI benchmark evaluation project. As AI models increasingly generate professional-grade data management strategies, information retrieval systems, and content architecture deliverables, their accuracy relies entirely on robust, expert-crafted training data. The objective of this project is to autonomously produce high-quality evaluation tasks, strong prompts, and clear, well-structured rubrics that generate clean, reliable data for model training.

### Project Deliverables & Scope

Operate autonomously to design complex evaluation frameworks and provide structured training data. Expected deliverables include:

• Task & Prompt Creation: Generating realistic, high-quality prompts that compel the AI model to produce complex, professional-grade deliverables specific to information science, data management, and knowledge organization.
• Rubric Development: Writing clear, well-structured evaluation rubrics with criteria that are highly specific, non-ambiguous, and easy to score.
• Benchmark Evaluation Data Generation: Producing clean, reliable training data that directly aids in the evaluation and refinement of AI models handling complex information architecture and retrieval tasks.
• Quality Assurance & Fact-Checking: Ensuring all generated tasks and scoring criteria reflect strict, real-world data governance standards, research methodologies, and information management best practices.

### Required Expertise

To successfully fulfill the deliverables of this project, Contractors must possess deep industry knowledge to craft realistic professional scenarios.

Core skillset includes

• Demonstrable professional expertise within the information science, library science, data governance, or knowledge management sectors, with a deep understanding of industry standards, metadata schemas, and search methodologies.
• S...