Multilingual Inpatient Hospitalist (MD) - Clinical Documentation & AI Evaluation

Weekday AI; United States; Remote; USD 165,000 - 303,000; Part time

Benefits offered by this job

Remote work

Flexible scheduling

Job summary

Weekday AI is seeking practicing inpatient hospitalists (MD) to review, annotate, and evaluate hospital clinical documentation for AI systems. This remote, part-time role requires a current inpatient practice with a minimum of 10 hours per week and US base.

Qualified physicians have 2+ years post-residency, FDA/clinical documentation experience, and multilingual proficiency (advanced level in at least one other language). Epic familiarity is a plus.

Qualifications

• MD—hospitalist/internal medicine with 2+ years post-residency.
• US-based with current inpatient practice.
• Experience writing/reading H&Ps, progress notes, and discharge summaries.
• Advanced proficiency (C1+) in at least one non-English language.

Responsibilities

• Review inpatient documentation for accuracy and clinical soundness.
• Annotate inpatient encounters against detailed guidelines.
• Flag omissions and inaccuracies in AI-generated outputs.
• Provide structured feedback for engineering and product teams.

Skills

MD hospitalist

Inpatient clinical expertise

Clinical documentation

Multilingual proficiency

Education

MD – hospitalist/internal medicine

Tools

Epic

Job description

This role is for one of our clients

Compensation: $170 per hour

We are hiringpracticing Inpatient Hospitalists (MD)on behalf of a healthcare AI partner building advanced clinical documentation and decision-support tools. In this role you will apply your active inpatient expertise toreview, annotate, and evaluate hospital clinical documentation, directly shaping the accuracy, safety, and clinical usefulness of medical AI systems.

This role is designed for physicians with acurrent inpatient practicewho write and read hospital documentation as part of their regular work.

This is a multilingual cohort.In addition to English, you must be able to speak, listen, and write in at least one other language at anadvanced (C1) level or above.

Key Responsibilities

Clinical Documentation Review

• Review inpatient documentation — H&Ps, daily progress notes, and discharge summaries — for accuracy, completeness, and clinical soundness


• Evaluate AI-generated inpatient notes and summaries against what a practicing hospitalist would actually document

Annotation & Structured Feedback

• Annotate inpatient encounter data against detailed guidelines


• Flag omissions, hallucinations, clinical inaccuracies, and documentation gaps in AI-generated output


• Provide structured, written feedback that engineering and product teams can act on

Knowledge Contribution

• Contribute expert input on annotation guidelines, documentation standards, and edge-case definitions


• Raise clarifying questions where guidance is ambiguous and help refine the guidelines

Required Qualifications

• MD— hospitalist or internal medicine — with2+ years post-residencyand acurrent inpatient practice


• US-based


• Hands-on experience writing and reading at least one of the following: H&Ps, progress notes, discharge summaries


• In addition to English,advanced (C1 or above) proficiency — speaking, listening, and writing — in at least one of the following languages:




• Spanish · Chinese (Mandarin) · Chinese (Cantonese) · Tagalog · Russian · Haitian Creole


• Korean · Arabic · Portuguese · Polish · Japanese


• Turkish · Italian · Ukrainian · Romanian · Finnish · French · Danish · Catalan · Hungarian · Czech · German · Bulgarian · Indonesian · Dutch




• Minimum availability of 10 hours/week

Preferred Qualifications

• 5+ years of experience post-residency


• Familiarity withEpic


• PriorAI/ML annotation or model evaluationwork experience, with strong performance reviews


• Experience documenting patient care in a language other than English

Work Arrangement

• Remote, part-time — minimum 10 hours/week


• Flexible scheduling, designed around an active clinical practice

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.