Remote Family Medicine Hospitalist — AI Research & Domain Evaluation

ZR Talent Group has an active remote opening for a Remote Family Medicine Hospitalist — AI Research & Domain Evaluation ($80 - $125/hour). This flexible work-from-home role pairs experienced practitioners in Family Medicine, Quality Assurance, CDI, Inpatient Medicine with leading machine learning laboratories to author high-difficulty prompts, verify factual and technical rigor, and refine multi-step reasoning outputs.

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 documentation, including HPI, PMH, assessments, and plans.
• Follow clear guidelines and apply the same standards consistently.
• Identify missing, incorrect, or inconsistent information in medical records.
• Share feedback to help improve frontier AI reasoning systems and data quality.
• Communicate clearly with the project team about your work and findings.

Required Qualifications & Technical Criteria

• Demonstrated professional or advanced academic background in Family Medicine, Quality Assurance, CDI, Inpatient 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 Family Medicine (or Family Medicine with a Hospital Medicine focus or certification).
• 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.
• Experience across a broad patient mix, such as adult medicine, geriatrics, pediatrics, or obstetric/newborn care, is a plus. Family medicine’s cross-population training is especially valuable here.

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: Family Medicine, Quality Assurance, CDI, Inpatient Medicine, Clinical Documentation