Somewhat Resilient
Last Update: 7/31/2026
AI Resilience Score for Health Info Tech & Med Reg:
47.7%
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
AI Resilience Report forHealth Information Technologists and Medical Registrars
$68,020 median salary•3,200 annual openings•SOC Code: 29-9021.00
Health Information Technologists and Medical Registrars are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
This career is labeled "Somewhat Resilient" because AI is already handling a meaningful chunk of the routine work, like drafting medical notes and sorting straightforward coding cases, which means the job is genuinely changing. The good news is that complex, ambiguous cases still need a real human to step in, review AI output, catch errors, and talk directly with doctors to resolve conflicts, so the role is not disappearing.
Learn more about how you can thrive in this position
View analysis
Chat with Coach
Latest news
More career infoAnalysisChatNewsMoreThis role is somewhat resilient
This career is labeled "Somewhat Resilient" because AI is already handling a meaningful chunk of the routine work, like drafting medical notes and sorting straightforward coding cases, which means the job is genuinely changing. The good news is that complex, ambiguous cases still need a real human to step in, review AI output, catch errors, and talk directly with doctors to resolve conflicts, so the role is not disappearing.
Read full analysisLearn more about how you can thrive in this position
View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Health Info Tech & Med Reg
Updated Quarterly
How is AI changing Health Info Tech & Med Reg jobs?
If you're considering a career in health information, here's some good news: AI is mostly helping these workers right now, not replacing them. The clearest example is medical transcription, where ambient AI "scribes" listen to doctor-patient visits and draft the notes automatically — a shift industry analysts now describe as the new standard of care. For coding and records work, AI tools can parse clinical documentation, extract diagnoses and procedures, apply coding guidelines, and even identify missing or contradictory documentation.
But the same industry experts warn that AI is not a standalone solution — complex, multi-specialty encounters often exceed the reliability thresholds of current systems, documentation can be ambiguous, and AI can perpetuate errors if trained on flawed historical data. That's why most hospitals are using a "hybrid intelligence" approach where AI handles high-volume, low-complexity cases while ambiguous, complex, or risky cases get routed to human professionals for review and validation. Leaders at AHIMA say HIM teams are using AI to surface discrepancies earlier and strengthen the accuracy and integrity of health information [1], and Deloitte found that 75% of surveyed health system leaders are prioritizing agentic AI for clinical operations and revenue cycle management [2], with one health system already using AI agents to handle 40% of prior authorizations.
Sources
How fast is AI adoption growing for Health Info Tech & Med Reg?
Adoption is moving fast because the financial pressure is intense. McKinsey's 2026 outlook reports that healthcare industry EBITDA fell from 11.2% in 2019 to 8.9% in 2024 [3], pushing providers toward next-generation revenue cycle tools, decision-support analytics, and AI-assisted clinical scribing. Deloitte's survey shows long-standing roadblocks are easing — 40% of leaders say technical talent limitations are no longer a major challenge, and resistance to change has dropped too [2].
But strict rules slow things down. The American Hospital Association told HHS that AI must help address staff burnout and rising administrative burden [4], while emphasizing the need for careful regulation. AHIMA leaders stress that robust data governance is the critical factor separating successful AI deployments from failed pilots, because organizations must prove where data came from to mitigate legal liability and earn clinician trust [1].
The labor outlook is encouraging: the BLS projects 15% job growth (much faster than average) for health information technologists and medical registrars through 2034 [5]. The skills that stay valuable are uniquely human — judgment on complex cases, protecting patient privacy, and resolving coding conflicts by talking with doctors. If you build those skills alongside AI literacy, this field still has a strong future.
Sources
Will AI replace Health Info Tech & Med Reg?
Not entirely. We think AI will take over some tasks, but not the whole job.
Our 47.7% AI Resilience Score reflects real pressure on this career. The repetitive, high-volume parts of the work, like drafting clinical notes and extracting codes from straightforward documentation, are already being handled by AI tools. Deloitte found that 75% of health system leaders are prioritizing agentic AI for clinical operations and revenue cycle management [2], and ambient AI scribes are quickly becoming the new standard for medical transcription. That shift is real and it is not slowing down.
What stays human is the judgment work. Complex, multi-specialty cases regularly exceed what current AI can handle reliably, and someone still needs to catch errors, resolve coding conflicts by talking directly with clinicians, and protect patient privacy. AHIMA leaders point out that robust data governance is what separates successful AI deployments from failed ones [1], and that requires trained professionals who understand both the clinical and legal stakes.
The job market still looks solid. The BLS projects 15% job growth through 2034 for this field [5], much faster than average. The workers who will thrive are those who build AI literacy alongside the human skills that machines cannot replicate: ethical judgment, communication, and accountability for data accuracy.
Sources
Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Latest AI news for Health Info Tech & Med Reg
These articles provide valuable insights for students pursuing careers as Health Information Technologists and Medical Registrars. Understanding the legal implications of AI in healthcare, as discussed by Harvard Law Professor Glenn Cohen, can help you navigate the evolving landscape of patient data protection. Additionally, the Forbes article on cybersecurity risks emphasizes the importance of safeguarding sensitive information. Embracing AI's potential can enhance your skill set, making you more resilient and adaptable in a field that is increasingly integrating technology. This proactive approach ensures you remain relevant and valuable in your future career.
Will AI Replace Healthcare Jobs? Not How You May Think
www.forbes.com • 7/6/2026
Will AI replace healthcare jobs? Not exactly. Learn which roles face the greatest disruption, which remain resilient, and how the workforce...
Why AI Is Creating New Cybersecurity Risks For Healthcare
www.forbes.com • 6/20/2026
Healthcare exists at the confluence of significant trust and heightened cyber vulnerability. Patient records, medical equipment,...
Overcoming the fear of health care AI in data abstraction
kevinmd.com • 4/25/2026
Technology can be intimidating, especially when you do not fully understand how it works. There is also a fear that technology will start...
RCPI and EY Physician Survey on AI in Healthcare. April 2026
www.ey.com • 4/22/2026
EY RCPI 2026 survey shows AI embedded in Irish clinical practice, driven by generative tools, with benefits clear and gaps in training and...
AI is transforming health care — and the law could help safeguard innovation and patients alike
hls.harvard.edu • 4/2/2025
Harvard Law Professor Glenn Cohen shares how artificial intelligence is changing medicine — and how the law can adapt.
More Career Info
Career: Health Information Technologists and Medical Registrars
They organize and manage medical data to ensure patient records are accurate and secure, helping doctors and nurses provide the best care.
Parent Careers
Employment & Wage Data
Median Wage
$68,020
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
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
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.
2
Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software.
3
Protect the security of medical records to ensure that confidentiality is maintained.
4
Manage the department or supervise clerical workers, directing or controlling activities of personnel in the medical records department.
5
Compile medical care and census data for statistical reports on diseases treated, surgery performed, or use of hospital beds.
6
Compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts.
7
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.
