Not assessed
unknown
sources: BLS OES (approx) · O*NET
0 sources
15 core tasks shown
Health Education Specialists High exposure: 0 of 15 core tasks show high task automation potential : exposure 50/100 (not assessed).
No model has published evidence mapped to this occupation yet - the score comes from generic task assessment.
Score breakdown
Why this score?
Every component is stored with the score row and can be recomputed from the evidence table.
Methodology - · score - · input hash -
Strength of current models on the capabilities this job's tasks require.
Task-level exposure, weighted by task importance. A component of the headline, not the headline itself.
Evidence that AI is actually being used for this work.
Observed changes in postings, employment or earnings.
Quantity and source quality of the evidence behind the score.
0 evidence item(s) contribute. Calculated -.
Overview
Provide and manage health education programs that help individuals, families, and their communities maximize and maintain healthy lifestyles. Use data to identify community needs prior to planning, implementing, monitoring, and evaluating programs designed to encourage healthy lifestyles, policies, and environments. May link health systems, health providers, insurers, and patients to address individual and population health needs. May serve as resource to assist individuals, other health professionals, or the community, and may administer fiscal resources for health education programs.
Employment
-
approx. BLS OES
Median wage
-
approx. BLS OES
Tasks tracked
15
linked to this occupation
Employment and wage values are approximate reference figures from the BLS Occupational Employment and Wage Statistics programme, stored with an approximation flag. Verify against the O*NET record and BLS before quoting them.
Tasks
Task-level automation exposure
Core tasks only. Exposure describes how much of the task output current AI can produce or substantially assist - not whether the task disappears. Secondary shared-baseline edges are hidden until per-occupation curation is complete.
core task · importance 4.1/5
core task · importance 4.1/5
core task · importance 4.1/5
core task · importance 4/5
core task · importance 4/5
core task · importance 3.9/5
core task · importance 3.8/5
- Supervise professional and technical staff in implementing health programs, objectives, and goals.50
core task · importance 3.8/5
core task · importance 3.8/5
core task · importance 3.8/5
core task · importance 3.7/5
core task · importance 3.6/5
core task · importance 3.6/5
core task · importance 3.5/5
core task · importance 3.4/5
Evidence
Evidence trail
0 attributed item(s). Confidence reflects study design: randomised and production deployments score higher than platform observations, which score higher than projections.
No occupation-specific evidence has been mapped yet. This occupation is scored from generic task assessment only - a genuinely weaker basis, and the reason its score is marked low-confidence.
Historical trend
Exposure over time
Backcast series: recomputed at quarterly checkpoints using only the models and evidence published by each date.
No series yet
This chart fills in once the first snapshot is recorded.
Reconstruction, not measurement. 0 observed daily snapshot(s) exist for this occupation; the earlier part of the curve is derived by applying the current methodology to the model releases and published evidence available at each past date.
Recent events
Signals affecting this occupation
No events match this filter yet. New verified events appear here as analysis completes.
Related
Related Occupations
Occupations sharing major SOC group (21) with Health Education Specialists.
faq
Frequently Asked Questions
Common questions regarding Health Education Specialists and AI exposure.
Will AI replace Health Education Specialists?
Current AI models show an exposure score of 50/100 for Health Education Specialists. This measures technical capability to assist or automate specific tasks rather than predicted immediate job loss. Moderate exposure reflects assistance in routine information-handling while core responsibilities require human judgment.
Which tasks in Health Education Specialists have the highest AI exposure?
The most exposed tasks for Health Education Specialists include "Prepare and distribute health education materials, such as reports, bulletins, and visual aids, to address smoking, vac…" (50% exposure) and "Develop and maintain cooperative working relationships with agencies and organizations interested in public health care." (50% exposure).
What aspects of Health Education Specialists can AI not do yet?
Tasks with the lowest AI exposure for Health Education Specialists include "Design and administer training programs for new employees and continuing education for existing employees." (50% exposure) and "Provide guidance to agencies and organizations on assessment of health education needs and on development and delivery…" (50% exposure). These responsibilities typically require physical dexterity, licensed human accountability, or complex interpersonal navigation.
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Notice: All ratings shown are AI-estimated technical exposure scores measuring technical capabilities across O*NET task statements, not predicted job loss. Contains information from O*NET 31.0 by the U.S. Department of Labor, ETA, used under CC BY 4.0.