Remote Medical Specialist — AI Research & Domain Evaluation

We are seeking a detail-oriented Remote Medical Specialist — AI Research & Domain Evaluation ($80 - $125/hour, 100% remote) to join ZR Talent Group. Contributors in this role draw upon real-world mastery of Hospitalist Experience, Internal Medicine, Pediatrics, Family Medicine to evaluate AI-generated deliverables, construct detailed grading rubrics, and guide post-training model alignment.

Prior experience building machine learning systems is not required—our research partners value authentic practitioner judgment, domain rigor, and clear analytical writing.

Key Responsibilities & Deliverables

• Review medical records, including FHIR data and clinical notes, for AI training.
• Check whether clinical information and claims are supported by the medical record.
• Review inpatient adult medicine documentation, including HPI, PMH, medication reconciliation, social history, assessments, and plans.
• Follow clear guidelines and apply the same standards consistently.
• Identify missing, incorrect, or inconsistent information in medical records, including renal- and hepatic-adjusted dosing, medication interactions, and age-appropriate clinical details.
• Share feedback to help improve frontier AI reasoning systems and data quality.

Required Qualifications & Technical Criteria

• Demonstrated professional or advanced academic background in Hospitalist Experience, Internal Medicine, Pediatrics, Family Medicine.
• Strong analytical writing and critical evaluation skills in English.
• Self-directed work ethic suited for an asynchronous, 100% remote research environment.

Preferred Experience & Bonus Attributes

• At least 5 years of hospitalist experience.
• MD or DO, board certified in Internal Medicine (or Internal Medicine with a Hospital Medicine focused practice designation).
• Current or recent inpatient hospitalist experience (within the last 2 years).
• Strong understanding of inpatient documentation and hospital workflows, including admission, daily progress notes, transitions of care, and discharge.
• Comfortable reviewing clinical notes and raw medical record data.
• Meticulous analytical precision and ability to follow clear guidelines consistently.
• Practical background using chart review, clinical documentation improvement, utilization review, or medical coding/QA is a plus.

Compensation, Remote Eligibility & Schedule

• Compensation Band: $80 - $125/hour
• Work Model: 100% Remote / Work From Home with flexible asynchronous scheduling
• Eligible Remote Locations: United States, Canada, United Kingdom, Australia, New Zealand, Ireland, and South Africa
• Current Openings: 50 active specialist positions
• Hiring Organization: ZR Talent Group
• Core Skills & Technologies: Hospitalist Experience, Internal Medicine, Pediatrics, Family Medicine, Board Certification