Medical Records Specialists
Official O*NET title: Medical Records Specialists (29-2072.00)
Also called: coder, health information clerk, health information specialist, health information technician, health records specialist
Do you do this at work?
Answer each card — it takes about a minute.
Do you do this at work?
Review records for completeness, accuracy, and compliance with regulations
Swipe right for yes, left for not me. On a keyboard: → yes, ← not me, Z undo. +2 XP per answer.
How AI is changing medical records specialists work
4 of 7 measurable main tasks for this job show up in real AI-use data, so we rate it Red (lots of AI use) — 57%. 1 newer task is not in the data yet and left out.
This shows where people already use AI, not whether the job will disappear. How we measure this.
Tasks in this job and recorded AI use
- Review records for completeness, accuracy, and compliance with regulations (main task) — some recorded AI use
- Enter data (main task) — some recorded AI use
- Maintain or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information (main task) — some recorded AI use
- Retrieve patient medical records for physicians, technicians, or other medical staff (main task) — some recorded AI use
- Protect the security of medical records to make sure that confidentiality is maintained (main task) — no recorded AI use
- Scan patients' health records into electronic formats (main task) — too new for the AI data
- Release information to persons or agencies according to regulations (main task) — no recorded AI use
- Process patient admission or discharge documents (main task) — no recorded AI use
- Process and prepare business or government forms — a lot of recorded AI use
- Identify, compile, abstract, and code patient data, using standard classification systems — some recorded AI use
- Transcribe medical reports — some recorded AI use
- Consult classification manuals to locate information about disease processes — some recorded AI use
- Compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts — some recorded AI use
- 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 — some recorded AI use
- Assign the patient to diagnosis-related groups, using appropriate computer software — no recorded AI use
- Schedule medical appointments for patients — too new for the AI data
Tasks: O*NET 31.0. AI use: Anthropic Economic Index (exact or close text match).
Your first steps (guidance)
- Week 1: Open a free AI assistant and say hello. Follow our “Getting started with AI” guide. Ask it one simple question about your work.
- Week 2: Use AI on one task you do often. Try the prompt for: “Review records for completeness, accuracy, and compliance with regulations”. Try the prompt for: “Maintain or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information”.
Tick your own tasks above to get a plan based on what you really do. The first 2 weeks are free; Premium (coming soon) adds weeks 3–12. New to AI? Read our beginner’s guide.
Questions about AI and medical records specialists
Will AI replace medical records specialists?
Our data can’t predict job losses, and we don’t try to. What it does show: 4 of the 8 main tasks for this job match tasks people already use AI for (Anthropic Economic Index), giving a Red rating (lots of AI use). Using AI on a task is not the same as AI doing the whole job, and 4 of the 16 listed tasks show no recorded AI use yet.
Which medical records specialist tasks is AI used for most?
In the data, the most AI use among this job’s tasks is for: process and prepare business or government forms; identify, compile, abstract, and code patient data, using standard classification systems; transcribe medical reports.
Which medical records specialist tasks show little or no AI use?
For example: protect the security of medical records to make sure that confidentiality is maintained; release information to persons or agencies according to regulations; process patient admission or discharge documents. These are good places to keep building your own skills.
How does this job compare to others?
In Microsoft Research’s “Working with AI” study, this job’s AI applicability score is equal to or higher than 83% of the occupations they scored. That measures overlap with AI chat use, not risk of job loss.
How can a medical records specialist start learning AI?
Start small: open a free AI assistant, try it on one task you do often, and always check facts and numbers yourself. The plan on this page is guidance, not professional advice.
See how this job ranks
This job isn’t ranked: it has fewer than 8 main tasks we can measure, or its rating is an estimate.
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