O*NET: Medical Records Specialists·29-2072.00
The Verdict:This role centers on data entry, coding, and record management — tasks AI handles with high accuracy through automation and natural language processing. Human review adds compliance checks, but core output is increasingly machine-generated. Over the next decade, AI will absorb routine processing, reshaping the job toward oversight while shrinking overall demand.
Score tiers
How much of this role's daily work remains beyond AI and robotic automation.
The degree to which this job needs a human present — hands-on, in the field, or in the room.
How important the unique human edge is — for trust, accountability, or judgment.
How strong the legal requirement is for a human in this job (by law, licensing, or credentials).
How far AI remains from performing this role's core functions.
The volume of jobs in this field being eliminated by AI or automation right now.
Median annual wage from the Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS), May 2024 release.
Projected change in total number of jobs (not salary) from 2024–2034. Source: Bureau of Labor Statistics Employment Projections.
Percentage of this role's analyzed tasks that AI can handle autonomously or nearly so. 10 of 17 tasks are classified as AI-exposed.
A significant share of this role is already automatable.
10 of 17 tasks can be handled by AI. Your value concentrates in the human-essential tasks below. The 29% of tasks that are AI-leverage is where mastering the tools keeps you ahead.
Tasks AI can do autonomously or nearly so
Master these tools — humans who do outperform those who don't
Tasks requiring trust, presence, or novel judgment
Medical Records Specialist lands in Lower Pay, High Risk