Healthcare & Medical Expert

Anyone AI; Berlin; Remote; EUR 37,000 - 74,000; Part time

Job summary

Anyone AI Inc. is seeking Healthcare and Medical Experts to design and validate realistic medical tasks for evaluating AI agents. You will apply clinical knowledge to create tasks across medical specialties and review AI analyses.

This remote, part-time contract role requires a medical degree or equivalent, strong English communication, and the ability to work with de-identified data. Immediate start with 20 hours per week for an initial 2-month term.

Qualifications

• Medical degree or higher in health sciences.
• Experience in clinical medicine, radiology, epidemiology, clinical research, public health, or healthcare informatics.
• Strong understanding of medical terminology and documentation.
• Ability to interpret clinical records and research data.
• Excellent written English communication.

Responsibilities

• Design realistic medical and healthcare tasks based on clinical workflows.
• Develop tasks involving medical records interpretation and data analysis.
• Analyze clinical research findings and evidence-based guidelines.
• Prepare calculations involving epidemiological metrics and clinical statistics.
• Review AI-generated medical analyses for accuracy and completeness.
• Create reference solutions with supported evidence and sources.
• Collaborate to define reproducible tasks and objective evaluation criteria.
• Work with de-identified or synthetic data following privacy guidelines.

Skills

Clinical analysis

Medical documentation

Healthcare data analysis

Evidence-based decision making

English communication

Education

Medical degree or higher in health sciences

Tools

Python

R

Job description

Help shape the future of AI by designing realistic healthcare and medical tasks that challenge advanced AI agents.

• Location: Remote
• Type: Contract / Part-time
• Commitment: 20 hours/week
• Compensation: US$30-60/hour
• Project duration: 2 months, with potential extension
• Availability: Immediate start

About the role

At Anyone AI, we create high-quality training and evaluation data for frontier AI models. We’re looking for Healthcare and Medical Experts, including physicians, radiologists, clinical researchers, epidemiologists, and healthcare informatics specialists, with practical experience in clinical analysis, medical documentation, healthcare data, or medical research.

You’ll develop and validate realistic tasks that assess whether AI agents can interpret medical information, analyze healthcare datasets, identify inconsistencies, synthesize clinical evidence, and complete professional healthcare workflows.

We’re interested in experts across multiple medical specialties. Candidates are expected to demonstrate deep expertise in at least one relevant area rather than across every medical discipline.

Your expertise will help establish reliable reference solutions and meaningful evaluation criteria.

What You’ll Do

• Design realistic medical and healthcare tasks based on clinical, research, epidemiological, or healthcare administration workflows.
• Develop tasks involving medical record interpretation, clinical documentation review, and healthcare data analysis.
• Analyze clinical research findings, medical literature, and evidence-based guidelines.
• Prepare and validate calculations involving epidemiological metrics, clinical statistics, or healthcare outcomes.
• Develop tasks involving diagnostic documentation, medical coding, imaging reports, or clinical research protocols, depending on your specialization.
• Identify inconsistencies, missing information, unsupported conclusions, and errors in medical documentation.
• Create reference solutions supported by scientific evidence, documented assumptions, and reliable sources.
• Review AI-generated medical analyses and reports for accuracy, completeness, and appropriate interpretation.
• Collaborate with technical contributors to define reproducible tasks and objective evaluation criteria.
• Work with appropriately de-identified or synthetic data, following relevant privacy and confidentiality requirements.

What we’re looking for

• A medical degree, a bachelor’s degree or higher in a relevant health sciences discipline, or equivalent specialized professional qualifications.
• Substantial professional experience in at least one of the following areas: clinical medicine, radiology, epidemiology, clinical research, public health, or healthcare informatics.
• Strong understanding of medical terminology, healthcare documentation, and evidence-based decision‑making within your specialty.
• Ability to interpret clinical records, research documentation, medical datasets, or diagnostic reports.
• Experience analyzing healthcare information and identifying discrepancies or unsupported conclusions.
• Familiarity with relevant clinical, scientific, or healthcare quality standards.
• Strong analytical reasoning and attention to detail.
• Ability to communicate complex medical or scientific concepts clearly.
• Strong written English communication skills.

Nice to have

• An MD, Master’s, PhD, or relevant professional certification in a medical or healthcare discipline.
• Clinical specialization, professional medical licensure, or board certification.
• Experience with clinical trials, systematic reviews, or healthcare research.
• Familiarity with medical imaging, DICOM, electronic health records, or healthcare interoperability standards.
• Experience with medical statistics, Python, R, or healthcare data analysis tools.
• Previous experience reviewing AI-generated medical content, clinical AI applications, or medical evaluation benchmarks.