Healthcare & Social Assistance Specialist - Freelance AI Trainer Project

### Project Overview

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.

### 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 healthcare operations, clinical guidelines, and social assistance programs.
• 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 health and social care-related tasks.
• Quality Assurance & Fact-Checking: Ensuring all generated tasks and scoring criteria reflect strict, real-world clinical standards, medical accuracy, and social service regulatory guidelines.

### 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 healthcare, nursing, social work, or allied health sectors, with a deep understanding of medical terminology, patient care standards, and social assistance frameworks.
• Strong writing and prompt...