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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
This result is backed by strong agreement across multiple data sources.
Contributing sources
Health Information Technologists and Medical Registrars are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
The career of Health Information Technologists and Medical Registrars is labeled as "Somewhat Resilient" because many tasks, like patient data coding and billing, are increasingly supported by AI tools. While these technologies can speed up processes and suggest codes, human oversight is still crucial for checking details, ensuring privacy, and making important decisions.
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Learn more about how you can thrive in this position
This role is somewhat resilient
The career of Health Information Technologists and Medical Registrars is labeled as "Somewhat Resilient" because many tasks, like patient data coding and billing, are increasingly supported by AI tools. While these technologies can speed up processes and suggest codes, human oversight is still crucial for checking details, ensuring privacy, and making important decisions.
Read full analysisAnalysis of Current AI Resilience
Health Info Tech & Med Reg
Updated Quarterly • Last Update: 2/17/2026

Many health records tasks are already done by computers or AI helpers. For instance, patient data coding is often aided by computer-assisted coding (CAC) tools. These programs use artificial intelligence (like natural language processing) to read doctors’ notes and suggest standardized codes [1] [1].
Hospitals report this can speed up work (one study saw ~20% faster coding [1]), but human coders still review the results. Experts note that fully-automated coding is still “promising” but not ready to replace people [1] [1]. Other tasks rely on computer systems too: almost all hospitals use Electronic Health Records (EHRs) now [1], so retrieving a patient chart often means a quick database search.
Software can flag missing information or rule violations, but staff do the final check for accuracy. Security is also handled with both tech and humans: encryption and AI can spot unusual access, but staff enforce strict privacy laws (like HIPAA) to keep records safe [1]. Finally, assigning patients to DRG billing groups is usually done by billing software, though coders still confirm those groupings.
In summary, many tasks are supported by AI or software, but the most critical work — checking details, ensuring privacy, and making judgments — still needs human oversight [1] [1].

Hospitals are increasingly trying AI in health information jobs, but change is gradual. A 2025 survey found 80% of U.S. health systems are exploring or piloting AI tools for billing and coding [2]. They hope AI will save time and money in the long run – even one report estimates about $150 billion in annual healthcare savings from key AI applications [1].
Demand for health information workers remains strong (job openings are growing about 7% over the decade) [3]. However, hospitals face barriers. The biggest issues are cost and integration: new AI systems can be expensive to buy, install, and train staff on [2] [2].
Smaller hospitals, which have tighter budgets and fewer IT staff, tend to adopt AI more slowly [2]. Privacy and safety concerns also slow AI use: strict patient-data rules (HIPAA) and complex regulations make it harder to share and process health records for AI development [4] [1]. In practice, many places start with AI as a helper (for example, suggesting codes) while people make final decisions.
Experts stress that human skills remain vital – workers with medical knowledge, attention to detail, and ethics are needed to guide AI and use data responsibly [1] [1]. In short, AI is becoming part of this field, but it’s mostly augmenting workers, not replacing them, and people will still be in charge of the most important parts of the job.

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They organize and manage medical data to ensure patient records are accurate and secure, helping doctors and nurses provide the best care.
Median Wage
$67,310
Jobs (2024)
41,900
Growth (2024-34)
+14.7%
Annual Openings
3,200
Education
Associate's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Resolve or clarify codes or diagnoses with conflicting, missing, or unclear information by consulting with doctors or others or by participating in the coding team's regular meetings.
Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software.
Protect the security of medical records to ensure that confidentiality is maintained.
Manage the department or supervise clerical workers, directing or controlling activities of personnel in the medical records department.
Compile medical care and census data for statistical reports on diseases treated, surgery performed, or use of hospital beds.
Compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts.
Plan, develop, maintain, or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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