Healthcare Admin Pro: AI Scenario Architect (Remote)

Appsierra Group; American Samoa; On-site; USD 99,000 - 149,000; Full time

Job summary

Appsierra Group is seeking experienced healthcare administration professionals to model realistic healthcare workplace scenarios for AI environments. This remote, independent contractor role pays $90/hour and involves scenario-building with a reinforcement learning platform.

You will explain decisions, variables, constraints, workflows, and outcomes, translating real-world expertise into AI-ready scenarios.

Qualifications

• Current or recent professional experience in healthcare administration.
• Ability to clearly explain healthcare processes, principles, and constraints.
• Comfortable learning and using new modeling tools.
• Strong verbal communication and analytical reasoning skills.
• Prior experience with AI, reinforcement learning, or scenario-modeling platforms helpful but not required.

Responsibilities

• Interact with a reinforcement learning platform designed to model healthcare-related work.
• Build realistic scenarios based on your healthcare administration experience.
• Identify variables, constraints, decisions, and potential outcomes in each scenario.
• Explain the reasoning and principles behind healthcare administrative decisions.
• Evaluate whether modeled scenarios reflect real-world healthcare workflows.
• Provide feedback on accuracy and usability of scenario-building tools.

Skills

Healthcare administration

Verbal communication

Analytical reasoning

Job description

Appsierra Group is seeking experienced healthcare administration professionals to model realistic healthcare workplace scenarios for AI environments. This remote, independent contractor role pays $90/hour and involves scenario-building with a reinforcement learning platform.

You will explain decisions, variables, constraints, workflows, and outcomes, translating real-world expertise into AI-ready scenarios.