Family Medicine Hospitalist

Remolity, Inc.; United States; On-site; USD 180,000 - 230,000; Full time

Job summary

Remolity, Inc. is seeking a Family Medicine hospitalist with inpatient experience to contribute to AI training for inpatient care and documentation standards. You will review medical records and clinical notes (including HPI/PMH) to ensure information is supported and accurate.

The role emphasizes following strict guidelines, identifying inconsistencies, and providing actionable feedback to enhance AI models and data quality. Strong communication with the project team is essential.

Qualifications

• MD or DO board certified in Family Medicine; hospital medicine focus.
• Inpatient/hospitalist experience within the last 2 years preferred.
• Strong understanding of inpatient documentation and hospital workflows.

Responsibilities

• 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 (HPI, PMH, assessments, plans).
• Follow clear guidelines and apply standards consistently.
• Identify missing or inconsistent information in medical records.
• Share feedback to improve AI models and data quality.
• Communicate findings clearly with the project team.

Skills

Hospitalist experience

Medical record review

Attention to detail

Clear communication

Education

MD or DO, board certified in Family Medicine

Tools

FHIR data

EHR review

Clinical documentation

Job description

micro1 is engaging Family Medicine Hospitalist Physicians to contribute their medical expertise to a customer project focused on inpatient care and documentation standards. In this role, you’ll apply your broad clinical training to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input.

Responsibilities

• 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 AI models and data quality.
• Communicate clearly with the project team about your work and findings.

Preferred Qualifications

• 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.
• Strong attention to detail and ability to follow clear guidelines consistently.
• Experience with 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.