Remote | Medical Specialist — $80–$115/hour

We are sharing a specialised remote consulting opportunity for experienced Locum Tenens Hospitalists and Internal Medicine Physicians with strong expertise in adult inpatient care, clinical documentation, medication management, and medical record evaluation to contribute their professional knowledge to advanced AI training and evaluation initiatives.

Selected professionals will review clinical records, evaluate inpatient medical documentation, and assess the accuracy and consistency of clinical information used in AI training. The work combines practical hospitalist experience with structured chart review, clinical reasoning, medication safety assessment, and documentation quality assurance to improve how advanced AI systems interpret and evaluate complex medical information.

Key Responsibilities

Clinical Record Review & Medical Data Evaluation

• Review medical records, clinical notes, and structured healthcare data, including FHIR resources.
• Assess whether documented clinical statements and findings are supported by the underlying medical record.
• Evaluate the accuracy, completeness, and consistency of patient information across available documentation.
• Identify discrepancies between structured clinical data and narrative medical notes.
• Apply professional clinical judgement to support accurate medical AI training and evaluation.

Adult Inpatient Documentation & Clinical Assessment

• Review adult inpatient documentation, including history of present illness (HPI) and past medical history (PMH).
• Evaluate clinical assessments, treatment plans, and documented medical reasoning.
• Review admission records, daily progress notes, transitions of care, and discharge documentation.
• Assess social history, relevant patient characteristics, and continuity-of-care information.
• Identify missing, incorrect, or inconsistent information within inpatient clinical records.

Medication Reconciliation & Clinical Accuracy

• Evaluate medication reconciliation records for accuracy and consistency.
• Review medication information for clinically relevant interactions and dosing considerations.
• Assess renal- and hepatic-adjusted medication dosing in the context of documented patient information.
• Identify inappropriate or inconsistent medication details, including age-related clinical considerations.
• Apply hospital medicine expertise to evaluate medication-related documentation and clinical decision-making.

AI Training & Clinical Quality Evaluation

• Assess medical information used to train and evaluate advanced AI systems.
• Identify unsupported clinical conclusions, documentation omissions, and inconsistencies in medical datasets.
• Apply established review guidelines consistently across assigned clinical evaluation tasks.
• Evaluate whether clinical information accurately reflects documented patient circumstances and inpatient care practices.
• Provide structured expert feedback to improve AI model performance and clinical data quality.

Medical Documentation & Quality Assurance

• Document clinical review findings through clear, structured written evaluations.
• Explain identified documentation errors and relevant clinical corrections.
• Review medical records for completeness, internal consistency, and alignment with documented care.
• Contribute professional insights concerning inpatient documentation standards and hospital workflows.
• Maintain high standards of medical accuracy, attention to detail, and consistent evaluation across assigned deliverables.

Ideal Profile

• MD or DO qualification with board certification in Internal Medicine, including physicians with a Hospital Medicine-focused practice designation.
• At least 5 years of professional hospitalist experience is preferred.
• Current or recent inpatient hospitalist experience, preferably within the past 2 years.
• Strong clinical expertise in adult inpatient medicine and hospital-based patient management.
• Experience practicing as a hospitalist, including locum tenens or other inpatient clinical assignments.
• Demonstrated understanding of hospital admission procedures and inpatient clinical evaluations.
• Experience reviewing daily progress notes, clinical assessments, treatment plans, and discharge summaries.
• Strong knowledge of history of present illness, past medical history, and social history documentation.
• Practical experience with medication reconciliation and inpatient medication management.
• Understanding of renal and hepatic dose adjustments and clinically relevant medication interactions.
• Ability to identify inaccurate, incomplete, or inconsistent information within medical records.
• Familiarity with electronic health records and structured clinical data.
• Comfort reviewing FHIR resources or comparable raw healthcare record information.
• Strong understanding of hospital workflows, transitions of care, and clinical documentation standards.
• Ability to determine whether medical statements are supported by the underlying patient record.
• Experience with chart review or clinical documentation improvement (CDI) is advantageous.
• Familiarity with utilisation review, medical coding, or clinical quality assurance is beneficial.
• Strong analytical reasoning, clinical judgement, and attention to detail.
• Ability to follow structured evaluation guidelines consistently and independently.
• Excellent written communication skills for explaining clinical findings and documentation discrepancies.
• Prior experience with AI model training or evaluation projects is not required.

Engagement Details

• Freelance / contract engagement
• Fully remote — United States only
• Compensation: $80–$125/hour advertised rate range
• Payment Structure: Output-based compensation, with payment made per completed task that meets project specifications.
• Task completion time may vary depending on clinical complexity, professional experience, and individual workflow.
• Minimum weekly task submission requirements apply.
• 50 available openings
• Professional Focus: Adult inpatient medicine, hospitalist practice, clinical documentation, and medical record evaluation.
• Preferred Experience: At least 5 years of hospitalist experience, with current or recent inpatient practice within the past 2 years.
• Clinical Background: MD or DO with Internal Medicine board certification.
• Technical Focus: FHIR data, clinical notes, medication reconciliation, renal and hepatic dosing considerations, and inpatient documentation quality.
• Responsibilities will involve reviewing clinical information, identifying unsupported medical statements, and evaluating documentation accuracy.
• Assignments may include reviewing HPI, PMH, medication records, assessments, treatment plans, and inpatient care documentation.
• Deliverables will consist of structured clinical reviews, medical accuracy assessments, and actionable evaluation feedback.
• Experience in clinical documentation improvement, utilisation review, or medical quality assurance is particularly relevant.
• Work Arrangement: Remote clinical data review and AI evaluation; the advertised engagement does not involve in-person hospital shifts.
• Previous experience with AI training projects is not required.

About the Platform

This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.

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