Assess and validate AI-generated content related to healthcare operations, ensuring responses are accurate, practical, and aligned with industry expectations. Analyze, score, and compare model outputs to support ongoing AI development and performance enhancement. Develop well-written, subject matter expert responses to operational healthcare scenarios for use in model training and benchmarking. Identify inaccuracies, inconsistencies, or unclear recommendations within model-generated content and provide actionable feedback for improvement. Create authentic healthcare operations use cases based on professional experience, including scenario design, supporting documentation, input datasets, and evaluation criteria. Test AI performance against custom-built scenarios and refine tasks based on quality reviews and stakeholder feedback. Adhere to project standards, documentation guidelines, and submission requirements with a high degree of accuracy and attention to detail. Consistently deliver high-quality work while meeting productivity expectations throughout the duration of the engagement.
Medical billing, Medical, medical coding, coding, healthcare operations, artificial intelligence, LLM, written communications skills, Utilization management, Utilization review, Case management, Prior authorization, Medical terminology, Health care, Health information management
Medical billing,Medical,medical coding,coding,healthcare operations,artificial intelligence,LLM,written communications skills
Professional experience supporting healthcare operations, revenue cycle functions, health information management, utilization management, patient access, compliance, or related healthcare administrative environments. Healthcare credentials such as CPC, CCS, RHIT, RHIA, or similar are beneficial but not required; hands-on industry knowledge and practical experience are highly valued. Exceptional written communication skills with the ability to convey technical or operational healthcare concepts in a clear, concise manner. Recent direct involvement in day-to-day healthcare operations work, with experience operating as an individual contributor rather than exclusively in a supervisory or leadership role. Strong attention to detail with the ability to interpret process documentation, apply feedback effectively, and maintain quality throughout iterative review cycles. Comfortable using common workplace technologies, including cloud-based collaboration platforms, document management tools, software installations, and routine file-sharing and conversion processes. Able to work independently in a remote setting while managing priorities, deadlines, and deliverables with minimal oversight. Availability to support a project-based engagement averaging 30 to 40 hours per week over a multi-month duration. Must be located within the United States. Familiarity with generative AI technologies, large language models, and the evolving artificial intelligence landscape is preferred.
Intermediate Level
This is a Contract position based out of New York, NY.
The pay range for this position is $75.00 - $75.00/hr.
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.
Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. Benefits are subject to change and may be subject to specific elections, plan, or program terms. If eligible, the benefits available for this temporary role may include the following:
This is a fully remote position.
This position is anticipated to close on Sep 24, 2026.
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 for other accommodation options.
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.
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.
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.
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