Medical AI Trainer

Aston Carter; New York (NY); Remote; USD 55,000 - 172,000; Full time

Benefits offered by this job

PayPal payment

Flexible schedule

Job summary

Aston Carter is seeking experienced healthcare professionals to join a remote contract role as a Medical AI Trainer. You will evaluate AI outputs, create realistic clinical scenarios, and develop evaluation criteria to ensure accuracy and safety.

Ideal candidates bring hands-on clinical experience, strong documentation skills, and the ability to articulate reasoning in writing. The role offers flexible scheduling and project-based workload with compensation via PayPal.

Qualifications

• 2+ years of current or recent clinical experience preferred.
• Active or recent healthcare license.
• Strong clinical judgment and critical-thinking skills.
• Excellent written communication skills and attention to detail.
• Ability to identify clinical errors and explain reasoning clearly.
• Familiarity with evidence-based standards and best practices.

Responsibilities

• Create realistic clinical scenarios based on your professional experience.
• Develop patient cases, supporting documentation, and evaluation criteria.
• Review AI-generated clinical notes, assessments, treatment plans, discharge summaries, and patient education materials.
• Compare multiple AI responses and identify inaccuracies, omissions, reasoning errors, and safety concerns.
• Create detailed grading rubrics that define what a clinically appropriate response should include.
• Provide written feedback explaining why responses meet or fail professional standards.
• Review and refine healthcare tasks developed by other clinical professionals.

Skills

Clinical judgment

Critical thinking

Written communication

Chart-review experience

Education

Bachelor's degree or higher

Tools

ChatGPT

Claude

Job description

Medical AI Trainer (Nurses, Advanced Practice Providers, Physicians, Pharmacists) Remote Contract

About the Role

We are seeking experienced healthcare professionals to help evaluate and improve advanced AI models used in clinical environments. In this role, you will apply your real-world clinical knowledge to assess AI-generated content, develop realistic patient scenarios, and ensure outputs meet professional standards for accuracy, safety, and clinical reasoning.

This is a fully remote, flexible opportunity for clinicians who enjoy critical thinking, documentation review, education, and applying their expertise in a new and innovative way. Rather than providing direct patient care, you will help improve AI systems by evaluating how they perform real-world healthcare tasks.

Responsibilities

• Create realistic clinical scenarios based on your professional experience.
• Develop patient cases, supporting documentation, and evaluation criteria.
• Review AI-generated clinical notes, assessments, treatment plans, discharge summaries, and patient education materials.
• Compare multiple AI responses and identify inaccuracies, omissions, reasoning errors, and safety concerns.
• Create detailed grading rubrics that define what a clinically appropriate response should include.
• Provide written feedback explaining why responses meet or fail professional standards.
• Review and refine healthcare tasks developed by other clinical professionals.

Areas of Expertise

Candidates may come from backgrounds including:

• Acute Care / Medical-Surgical
• Emergency Medicine
• Critical Care / ICU
• Primary Care & Family Medicine
• Pediatrics
• Women's Health & Obstetrics
• Behavioral & Mental Health
• Geriatrics & Long-Term Care
• Perioperative Services
• Oncology
• Pharmacy
• Respiratory Therapy
• Physical Therapy
• Clinical Education
• Clinical Informatics
• Case Management

Qualifications

• 2+ years of current or recent clinical experience preferred.
• Bachelor's degree in progress or completed, or higher-level education.
• Active or recent healthcare license.
• Strong clinical judgment and critical-thinking skills.
• Experience documenting and coordinating patient care.
• Excellent written communication skills and attention to detail.
• Ability to identify clinical errors and explain reasoning clearly.
• Comfortable evaluating information against evidence-based standards and best practices.

Eligible Professional Backgrounds

• Registered Nurse (RN)
• Nurse Practitioner (NP)
• Physician Assistant (PA)
• Physician (MD/DO)
• Clinical Pharmacist (PharmD)
• Respiratory Therapist (RT)
• Physical Therapist (PT)
• Certified Nurse Midwife (CNM)
• Clinical Nurse Specialist (CNS)
• Other licensed healthcare professionals with independent clinical decision-making responsibilities

General Requirements

• Active or recent healthcare license.
• Ability to apply real-world clinical experience to realistic healthcare scenarios.
• Strong documentation, assessment, and chart-review experience.
• Excellent written English communication skills.
• Ability to work independently and manage projects with minimal oversight.
• Comfortable reviewing complex information and identifying inaccuracies.
• Familiarity with AI tools such as ChatGPT, Claude, or similar technologies is a plus.
• Strong computer skills and comfort working with cloud-based platforms.
• Available for a minimum of 10 hours per week.

Position Details

• Fully Remote Contract Position
• Flexible Schedule
• Minimum 10 Hours Per Week
• No Weekly MaximumFull-Time Hours Available
• Compensation: $40-$125/hour USD
• Paid via PayPal
• Available to candidates located in the United States, Canada, United Kingdom, Australia/New Zealand, and Ireland

Ideal Candidates

The strongest candidates typically have:

• Current or recent hands-on clinical experience.
• Strong documentation and chart-review skills.
• Experience making independent clinical decisions.
• A detail-oriented approach to patient care and healthcare documentation.
• Backgrounds in education, quality improvement, informatics, simulation, or case management.
• The ability to clearly explain clinical reasoning in writing.
• An interest in healthcare technology and AI.

What to Expect

• Complete an online application and skills assessment.
• Participate in onboarding and project training if selected.
• Create and evaluate clinical tasks and AI-generated outputs.
• Receive feedback from reviewers and continue contributing to ongoing projects.
• Take part in a flexible, project-based environment with opportunities for consistent work.

Why This Opportunity?

This role offers healthcare professionals the opportunity to apply their clinical expertise in a flexible remote environment while contributing to the advancement of AI technology. It is ideal for practitioners who enjoy problem-solving, reviewing clinical documentation, identifying errors, and leveraging their knowledge in a new and rapidly growing field.

Job Type & Location

This is a Permanent position based out of New York, NY.

Pay and Benefits

The pay range for this position is $45000.00 - $60000.00/yr.

Individual compensation offered for this position within this range will depend on many factors, including qualifications, skills, relevant experience, job knowledge, geographic location, internal equity, and other pertinent job-related factors.

Independent contractor paid through paypal. No benefits offered

Job Type & Location

This is a Permanent position based out of New York, NY.

Application Deadline

This position is anticipated to close on Nov 16, 2026.

Workplace Type

This is a fully remote position.

About Aston Carter

Aston Carter provides world-class corporate talent solutions to thousands of clients across the globe. Specialized in accounting, finance, human resources, talent acquisition, procurement, supply chain and select administrative professions, we extend the capabilities of industry-leading companies. We draw on our deep recruiting expertise and expansive network to meet the evolving needs of our clients and talent community with agility and excellence. With offices across the U.S., Canada, Asia Pacific and Europe, Aston Carter serves many of the Fortune 500. We are proud to be a ClearlyRated Best of Staffing Platinum Award winner for both client and talent service.

The company is an equal opportunity employer and will consider all applications without regard to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.

If you would like to request a reasonable accommodation, such as the modification or adjustment of the job application process or interviewing process due to a disability, please email [e-mail] ([e-mail]) for other accommodation options.

San Francisco Fair Chance Ordinance: Pursuant to the San Francisco Fair Chance Ordinance, for all positions located in the city and county of San Francisco, we will consider for employment qualified applicants with arrest and conviction records.

Massachusetts Lie Detector: It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.

Use of Artificial Intelligence (AI): We may use Artificial Intelligence (AI) to support parts of our hiring process, including sourcing, screening, and evaluating candidates. AI helps assess applications and qualifications, but final decisions are made by our hiring team. By applying, you acknowledge and agree that your application may be reviewed using AI tools.