Healthcare Practitioners and Technical · United States (national)
Paramedics
How exposed this work is to automation, shown as ranges with the reasoning and sources.
The short version: this role is less exposed to automation, and a near-term shift looks unlikely.
It is a sourced range, not a verdict, and the detail is below.
Built on O*NET tasks, BLS pay and projections, and peer-reviewed AI-exposure research. Sources shown.
Data snapshot SNAPSHOT-2026-11-06. How it works
AI / softwarerange 7.2 to 31.2
Physical / roboticsrange 0.0 to 12.0
When the change is likely
Largely unaffectedlocal demand stable
What to do about it
Use AI to outpace AI.
Strategies to protect your livelihood, most important first.
1
Stay sharp; urgency is low
This role looks durable. Keep your skills current and watch for shifts in your field.
2
Build a financial buffer
Keep 6 to 12 months of expenses and diversify your income, so a disruption is a setback rather than a catastrophe.
3
Add a recognised credential
A certification or license raises the bar against automation and signals value in a tightening market.
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Which of my tasks are exposed
Administer drugs, orally or by injection, or perform intravenous procedures.
0.0
Administer first aid treatment or life support care to sick or injured persons in prehospital settings.
0.0
Assess nature and extent of illness or injury to establish and prioritize medical procedures.
50.0
Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge.
50.0
Comfort and reassure patients.
0.0
Coordinate with treatment center personnel to obtain patients' vital statistics and medical history, to determine the circumstances of the emergency, and to administer emergency treatment.
100.0
Coordinate work with other emergency medical team members or police or fire department personnel.
100.0
Instruct emergency medical response team about emergency interventions to ensure correct application of procedures.
100.0
Longer, orange bars are more automatable; short green bars are resistant.
What is driving my result
lowers risk
raises risk
Task: Coordinate with treatment center personnel to obtain patients' vital statistics and medical history, to determine the circumstances of the emergency, and to administer emergency treatment.
Task: Coordinate work with other emergency medical team members or police or fire department personnel.
How this score is calculated
Map Paramedics to its standard O*NET task list (8 core tasks).
Score each task for AI/software exposure (Eloundou et al. 2023) and physical/robotics exposure (an O*NET work-context proxy), each 0 to 100.
The two axis scores are the task averages: AI 19.2, robotics 0.0.
The timeline comes from the higher axis (19.2), shifted for local demand (stable), and seniority. It is read against your remaining working years.
Ranges are about ±12 points. A backtest against real BLS employment change shows the risk ranking holds in aggregate, but individual outcomes are predicted weakly, so results are ranges, never a flat verdict.
Sources: O*NET, Eloundou et al. (2023), GPTs are GPTs, O*NET Work Context, BLS CPI-U, BLS OEWS.
Snapshot SNAPSHOT-2026-11-06. Full method and backtest on How it works.