Manufacturing vs Public Safety
How does Manufacturing compare to Public Safety on AI displacement risk? Manufacturing averages 31.1/100 (median 28.0, mode 26) across 239 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.
Manufacturing
31.1
/100
Mean31.1
Median28.0
Mode26
239 roles assessed
31
124
84
Green 31
Yellow 124
Red 84
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Chemical & Process Operation | 37.1 | 22 |
| Food Processing | 33.5 | 35 |
| Quality & Inspection | 33.2 | 37 |
| Production Operations | 32.4 | 52 |
| Textile & Garment | 32.2 | 24 |
| Assembly & Fabrication | 31.5 | 50 |
| Metal & Plastics Processing | 30.0 | 38 |
| Cutting & Forming | 28.4 | 16 |
| Printing & Packaging | 27.4 | 21 |
| Warehousing | 17.4 | 18 |
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 — Manufacturing or Public Safety?
Public Safety averages 53.0/100 across 112 roles, while Manufacturing averages 31.1/100 across 239 roles — a 21.9-point gap. Public Safety has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Manufacturing vs Public Safety?
Manufacturing covers 239 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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