Remote Physician Hospital Medicine — AI Research & Domain Evaluation

Join ZR Talent Group's remote specialist network as a Remote Physician Hospital Medicine — AI Research & Domain Evaluation earning $80 - $125/hour. Working asynchronously from anywhere in the US, UK, Canada, Australia, New Zealand, Ireland, or South Africa, you will apply your practical background in Hospitalist Experience, Internal Medicine, Pediatrics, Family Medicine to benchmark frontier artificial intelligence models, identify failure modes, and elevate domain-specific accuracy.

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 Structure
• Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.

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