Healthcare Expert
Keystone Recruitment
Job Overview
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Job Description
Healthcare Expert
One of our clients, a leading AI research organization, is developing advanced conversational AI systems used in healthcare and medical contexts. This role focuses on evaluating and improving how these systems respond to clinical and health-related questions, ensuring outputs are accurate, clear, safe, and aligned with real-world healthcare standards.
As a Healthcare Expert, you will engage as an hourly contract (independent contractor) with flexible scheduling, receiving weekly payments via Stripe or Wise. This is a fully remote position open to candidates based in the United States, United Kingdom, Canada, Europe, Singapore, Dubai, or Australia who are legally able to work as independent contractors in their jurisdiction.
Key Responsibilities
- Write and refine prompts that 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.
Key skills/competency
- Healthcare Experience
- AI Evaluation
- Clinical Accuracy
- Medical Knowledge
- Prompt Engineering
- LLM Familiarity
- Written Communication
- Attention to Detail
- Data Annotation
- Medical Writing
How to Get Hired at Keystone Recruitment
- Research Keystone Recruitment's client: Study their AI research focus, mission, and how their conversational AI impacts healthcare.
- Highlight healthcare expertise: Customize your resume to showcase 5+ years of relevant clinical or medical experience.
- Emphasize advanced credentials: Clearly present your MD, DO, RN, NP, PA, PharmD, or MPH in your application.
- Demonstrate AI/LLM familiarity: Articulate your understanding of large language models and their practical applications.
- Prepare for evaluation tasks: Practice evaluating medical information for accuracy, clarity, and safety in written form.
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