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Family Medicine Hospitalist

$80–$125/h

Remote

Role overview

Role Title: Family Medicine Hospitalist


Role Type: Contractor


Location: Remote


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.


Scope of Work

  1. Review medical records, including FHIR data and clinical notes, for AI training.
  2. Check whether clinical information and claims are supported by the medical record.
  3. Review inpatient documentation, including HPI, PMH, assessments, and plans.
  4. Follow clear guidelines and apply the same standards consistently.
  5. Identify missing, incorrect, or inconsistent information in medical records.
  6. Share feedback to help improve AI models and data quality.
  7. Communicate clearly with the project team about your work and findings.


Preferred Qualifications

  1. At least 5 years of hospitalist experience.
  2. MD or DO, board certified in Family Medicine (or Family Medicine with a Hospital Medicine focus or certification).
  3. Current or recent inpatient/hospitalist experience (within the last 2 years).
  4. Strong understanding of inpatient documentation and hospital workflows, including admission, daily progress notes, transitions of care, and discharge.
  5. Comfortable reviewing clinical notes and raw medical record data.
  6. Strong attention to detail and ability to follow clear guidelines consistently.
  7. Experience with chart review, clinical documentation improvement, utilization review, or medical coding/QA is a plus.
  8. 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.

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Future of work · September 2026

How big is the remote / hybrid opportunity?

Remote work is already huge — but the bigger story may be the hundreds of millions of jobs that could still move beyond geography.

Sporterer Insights · Approximate figures based on World Bank and ILO estimates
Global remote and hybrid work opportunity infographic

Remote work already connects millions of people with companies they would never have been able to work for a decade ago. But compared with the size of the global labour market, it may still be early.

The interesting number is not only how many people work remotely today — it is how many roles could plausibly become remote or hybrid next.

The chart above starts with roughly 3.3 billion people employed worldwide. Around 300 million jobs are already remote or hybrid, while an additional pool of roughly 250 million roles could potentially move in that direction as technology, workflows and company culture continue to change.

Skills are becoming more portable

This matters because more work can increasingly be matched to expertise rather than location. AI training and evaluation are a good example: companies need lawyers, engineers, designers, editors, researchers, finance professionals and many other specialists to help improve AI systems.

For workers, that creates access to projects outside their local market. For companies, it expands the talent pool from one city or country to the world.

Explore remote opportunities →