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About Micro1: Job DescriptionRole Title: Family Medicine Physician (MD)Role Type: ContractorLocation: United States, RemoteCompensation: $100-$120 USD per hourmicro1 is engaging Family Medicine Physicians to contribute their expertise to a dynamic project for a valued customer. In this role, you'll apply your primary care clinical expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required. Your domain knowledge is what matters.Scope of WorkAnnotate and review clinical content and medical records (office visit notes, assessments and plans, referrals, lab and imaging results, and care coordination documentation), ensuring accuracy, clinical soundness, and completeness.Evaluate AI-generated outputs for clinical accuracy, safety, and appropriateness across a broad range of patient populations, from pediatrics to geriatrics, and across acute, chronic, and preventive care.Apply clinical judgment and knowledge of evidence-based guidelines and standards of care to validate and enrich datasets.Collaborate with project stakeholders via written and verbal communication to clarify requirements and resolve ambiguities in clinical documentation.Provide high-quality feedback on guidelines and edge cases to improve project workflows and model understanding.Preferred QualificationsActive MD degree and, ideally, board certification in Family Medicine.Based in the United States and licensed to practice medicine in the U.S.Hands-on clinical experience in primary care or family medicine settings (e.g., clinics, community practices, health systems).Broad clinical exposure across common acute and chronic conditions, preventive care, and multiple patient age groups.Previous annotation or clinical review experience is a plus.Proficiency with both written and verbal communication, with a strong attention to clarity and detail.

About Micro1: Job DescriptionRole Title: Hospitalist PhysicianRole Type: ContractorLocation: Remotemicro1 is engaging 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 expertise 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 WorkReview 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 QualificationsMD or DO, board certified in Internal Medicine, Pediatrics, or Hospital Medicine.Current or recent inpatient/hospitalist experience (within the last 2 years).Strong understanding of inpatient documentation and hospital workflows.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 working across different inpatient services or specialties is a plus.

About Micro1: Job DescriptionRole Title: Medical Coder (CS / CIC)Role Type: ContractorLocation: Remotemicro1 is engaging Medical Coders (CCS / CIC certified) to contribute their expertise to a dynamic project for a valued customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.Scope of WorkAnnotate and review inpatient medical records, including admission notes, progress notes, operative reports, consults, lab and imaging results, and discharge summaries, ensuring precise ICD-10-CM and ICD-10-PCS code assignment based on documentation.Identify principal and secondary diagnoses, sequence codes according to guidelines, assign Present on Admission (POA) indicators, and validate MS-DRG assignment, including the identification of CCs and MCCs, to verify and enrich data sets.Apply inpatient-specific coding conventions, such as UHDDS definitions, ICD-10-CM/PCS Official Guidelines for Coding and Reporting, and AHA Coding Clinic guidance, while identifying hospital-acquired conditions (HACs) and patient safety indicators.Collaborate with project stakeholders using both written and verbal communication to clarify requirements, resolve documentation ambiguities, and ensure data integrity.Deliver high-quality feedback on coding guidelines and complex cases to support project workflow improvements and enhance AI model understanding.Ensure accuracy and completeness of all coding-related annotations per current best practices and coding standards.Preferred QualificationsActive AHIMA Certified Coding Specialist (CCS) or AAPC Certified Inpatient Coder (CIC) credential.Thorough expertise in ICD-10-CM, ICD-10-PCS, and MS-DRG methodology with hands-on inpatient coding experience.Experience coding in diverse inpatient settings, such as acute care, teaching hospitals, specialty units, surgical, trauma, oncology, cardiology, and transplant cases.Proficiency in reviewing and coding various types of clinical documentation and addressing complex coding challenges.Strong written and verbal communication skills, demonstrating meticulous attention to detail and clarity.Access to current ICD-10-CM and ICD-10-PCS code sets, Official Coding Guidelines, and MS-DRG grouper tools.

About Micro1: Job DescriptionRole Title: Primary Care PhysicianRole Type: Contractor, RemoteLocation: United statemicro1 is engaging experienced Primary Care / Physician Experts for a remote project focused on reviewing and evaluating real-world healthcare content. In this role, you’ll apply your clinical knowledge and practical experience to assess medical scenarios, provide accurate clinical reasoning, and contribute high-quality expert feedback.Scope of WorkReview and evaluate primary care and general medicine scenarios.Assess patient symptoms, medical histories, clinical findings, and other relevant information.Apply clinical reasoning to identify appropriate differential diagnoses and next steps.Evaluate proposed treatment and patient management approaches based on established clinical practices.Review medical content for accuracy, completeness, and consistency.Identify incorrect, unclear, or potentially misleading clinical information.Provide clear explanations and evidence-based reasoning for your evaluations.Complete structured annotation, evaluation, and quality-review tasks using your healthcare expertise.Preferred QualificationsProfessional experience or demonstrated expertise in Primary Care, Family Medicine, Internal Medicine, General Medicine, or a related clinical field.Relevant medical education, qualifications, or professional certifications are preferred.Strong knowledge of patient assessment, diagnosis, clinical reasoning, and treatment planning.Familiarity with current clinical guidelines and evidence-based medical practices.Prior Human Data experience, such as data labeling, annotation, RLHF, AI model evaluation, or similar work.Strong analytical skills and attention to detail.Clear written and verbal communication skills.

About Micro1: Job DescriptionRole Title: Video Data AnnotatorRole Type: ContractorLocation: Remotemicro1 is engaging Video Data Annotators to contribute expertise and precision to a customer’s project focused on the advancement of artificial intelligence. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.Scope of WorkReview and annotate short video and audio clips, labeling content accurately based on project-specific guidelines.Assess the accuracy and appropriateness of AI-generated descriptions for diverse multimedia content.Evaluate content compliance against clear moderation standards, flagging uncertain or inappropriate material with detailed rationale.Provide clear, concise written feedback highlighting potential inaccuracies or ambiguities in AI outputs.Maintain rigorous attention to detail and consistency in annotation, ensuring data integrity across high volumes of submissions.Collaborate remotely with project managers and fellow specialists to clarify guidelines and support process improvements.Safeguard all project data, adhering strictly to confidentiality and data protection standards.Preferred QualificationsDemonstrated experience with video and audio annotation, content labeling, or content moderation for digital platforms.Strong command of English, with the ability to communicate feedback and findings clearly in written form.Excellent attention to visual and audio detail, with a track record of delivering high-accuracy data annotation.Experience working independently and adapting quickly to changing project requirements or guidelines.Familiarity with guideline-based evaluation and quality assurance practices.Proactive approach to identifying process improvements and sharing best practices with remote collaborators.Commitment to maintaining data confidentiality and ethical handling of sensitive information.