Information Specialist - Freelance AI Trainer Project

Job description

### **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. - Strong writing and prompt generation skills, with the ability to design highly realistic, complex information retrieval task scenarios for AI evaluation. - Proficiency in rubric generation, specifically the ability to create objective, non-ambiguous scoring criteria that leave no room for subjective interpretation. - A meticulous, detail-oriented approach to fact-checking data architectures, search mechanics, and knowledge bases to generate reliable data for system benchmarking. We offer a pay range of $10-to-$30 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply. **Engagement Type:** Freelance / Independent Contractor **Workplace Type:** Remote