Education vs Public Safety
How does Education compare to Public Safety on AI displacement risk? Education averages 49.1/100 (median 51.4, mode 56) across 146 assessed roles, while Public Safety averages 53.0/100 (median 53.3, mode 52) across 112 roles. Explore the zone distributions, specialisms, and individual roles below.
Education
49.1
/100
Mean49.1
Median51.4
Mode56
146 roles assessed
83
57
6
Green 83
Yellow 57
Red 6
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Special Education | 64.2 | 16 |
| Primary Teaching | 63.6 | 6 |
| Secondary Teaching | 62.8 | 8 |
| Early Childhood | 61.6 | 9 |
| STEM & Health Academic | 52.9 | 15 |
| Humanities Academic | 48.1 | 9 |
| Senior Academic & Research | 47.4 | 4 |
| Social Sciences Academic | 47.1 | 13 |
| Teaching Support | 45.6 | 27 |
| Education Administration | 44.0 | 43 |
| Training & Development | 40.2 | 28 |
Safest Roles
Most At-Risk Roles
Public Safety
53.0
/100
Mean53.0
Median53.3
Mode52
112 roles assessed
77
30
5
Green 77
Yellow 30
Red 5
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Emergency Response | 64.7 | 25 |
| Law Enforcement | 55.2 | 41 |
| Corrections | 53.7 | 11 |
| Protective Services | 49.6 | 38 |
| Dispatch & Communications | 37.4 | 5 |
| Private Investigation | 34.6 | 10 |
Safest Roles
Frequently Asked Questions
Which domain is safer from AI — Education or Public Safety?
Public Safety averages 53.0/100 across 112 roles, while Education averages 49.1/100 across 146 roles — a 3.9-point gap. Public Safety has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Education vs Public Safety?
Education covers 146 assessed roles and Public Safety covers 112 roles. Each role is individually scored on the AI Job Resistance Index across five dimensions including Task Resistance, Evidence, Barriers, Protective Principles, and AI Growth Correlation.
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