Manufacturing vs Social Services
How does Manufacturing compare to Social Services on AI displacement risk? Manufacturing averages 31.1/100 (median 28.0, mode 26) across 239 assessed roles, while Social Services averages 55.8/100 (median 55.9, mode 56) across 67 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
Social Services
55.8
/100
Mean55.8
Median55.9
Mode56
67 roles assessed
53
14
Green 53
Yellow 14
Red 0
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Childcare | 62.9 | 10 |
| Social Work | 54.6 | 41 |
| Counselling | 54.4 | 17 |
Safest Roles
Most At-Risk Roles
Frequently Asked Questions
Which domain is safer from AI — Manufacturing or Social Services?
Social Services averages 55.8/100 across 67 roles, while Manufacturing averages 31.1/100 across 239 roles — a 24.7-point gap. Social Services has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Manufacturing vs Social Services?
Manufacturing covers 239 assessed roles and Social Services covers 67 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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