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Healthcare & Social Assistance Specialist - Freelance AI Trainer Project

Meridial
United States of America, USAfull_timePosted 26 Jun 2026

About the role

<h3><strong>Project Overview</strong></h3> <p>We are sourcing independent Healthcare and Social Assistance Specialists to provide their expertise for an AI benchmark evaluation project. As AI models increasingly generate professional-grade medical summaries, patient care workflows, and social service documentation, 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.</p> <h3><strong>Project Deliverables &amp; Scope</strong></h3> <p>Operate autonomously to design complex evaluation frameworks and provide structured training data. Expected deliverables include:</p> <ul> <li><strong>Task &amp; Prompt Creation:</strong> Generating realistic, high-quality prompts that compel the AI model to produce complex, professional-grade deliverables specific to healthcare operations, clinical guidelines, and social assistance programs.</li> <li><strong>Rubric Development:</strong> Writing clear, well-structured evaluation rubrics with criteria that are highly specific, non-ambiguous, and easy to score.</li> <li><strong>Benchmark Evaluation Data Generation:</strong> Producing clean, reliable training data that directly aids in the evaluation and refinement of AI models handling complex health and social care-related tasks.</li> <li><strong>Quality Assurance &amp; Fact-Checking:</strong> Ensuring all generated tasks and scoring criteria reflect strict, real-world clinical standards, medical accuracy, and social service regulatory guidelines.</li> </ul> <h3><strong>Required Expertise</strong></h3> <p>To successfully fulfill the deliverables of this project, Contractors must possess deep industry knowledge to craft realistic professional scenarios.</p> <p><strong>Core skillset includes:</strong></p> <ul> <li>Demonstrable professional expertise within the healthcare, nursing, social work, or allied health sectors, with a deep understanding of medical terminology, patient care standards, and social assistance frameworks.</li> <li>Strong writing and prompt generation skills, with the ability to design highly realistic, complex healthcare task scenarios for AI evaluation.</li> <li>Proficiency in rubric generation, specifically the ability to create objective, non-ambiguous scoring criteria that leave no room for subjective interpretation.</li> <li>A meticulous, detail-oriented approach to fact-checking medical literature, clinical protocols, and social service policies to generate reliable data for system benchmarking.</li> </ul> <p>We offer a pay r

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Company

Meridial

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