Healthcare Expert

Role: Healthcare Expert

Keystone Recruitment's client, a leading AI research organization, is developing advanced conversational AI systems for healthcare and medical contexts. As a Healthcare Expert, you will be crucial in evaluating and improving these systems' responses to clinical and health-related questions. Your work will ensure AI outputs are accurate, clear, safe, and align with real-world healthcare standards.

Key Responsibilities

• Write and refine prompts to guide AI behavior in healthcare and medical scenarios.
• Evaluate AI-generated responses to healthcare-related queries for accuracy, clarity, reasoning, and completeness.
• Verify all medical claims using trusted public sources and authoritative references.
• Annotate and score model outputs by identifying strengths, weaknesses, and factual or clinical inaccuracies.
• Assess tone, appropriateness, and completeness of responses for real-world healthcare communication.
• Ensure all outputs align with defined system guidelines and conversational standards.
• Apply standardized evaluation frameworks, taxonomies, and benchmarks consistently.

Required Qualifications

• At least 5 years of professional experience in healthcare.
• An advanced healthcare-related degree or credential (e.g., MD, DO, RN, NP, PA, PharmD, MPH, or equivalent).
• Expertise in one or more of the following areas: General clinical care, Specialty medicine or surgery, Diagnostics, imaging, or laboratory medicine, Public health, healthcare systems, or healthcare administration.
• Strong familiarity with large language models (LLMs) and how they are used in practice.
• Excellent written communication skills for complex medical topics.
• Exceptional attention to detail and ability to detect subtle clinical or factual errors.

Preferred Qualifications

• Experience with RLHF, AI evaluation, or data annotation.
• Background in medical writing, editing, or clinical documentation.
• Experience explaining medical information to non-clinical audiences.
• Familiarity with structured evaluation rubrics or quality scoring systems.

What Success Looks Like

• You consistently identify medical inaccuracies, unsafe reasoning, or unclear explanations.
• Your feedback improves the reliability, clarity, and safety of healthcare-related AI outputs.
• You deliver high-quality, reproducible evaluation data that strengthens AI model performance.

Contract & Payment Terms

• Independent contractor engagement.
• Fully remote with flexible scheduling.
• Weekly payments via Stripe or Wise.
• Project scope and duration may vary based on performance and client needs.
• No access to confidential or proprietary employer data is required.
• H1-B and STEM OPT sponsorship is not available.

Application Process

• Submit your resume for review.
• Selected candidates will complete a short healthcare-focused evaluation or screening form.

Key skills/competency

• Clinical Expertise
• AI Evaluation
• Medical Accuracy
• Prompt Engineering
• Data Annotation
• Healthcare Standards
• LLM Familiarity
• Medical Writing
• Quality Assurance
• Critical Thinking