Data vs Manufacturing
How does Data compare to Manufacturing on AI displacement risk? Data averages 28.6/100 (median 27.8, mode 29) across 40 assessed roles, while Manufacturing averages 31.1/100 (median 28.0, mode 26) across 239 roles. Explore the zone distributions, specialisms, and individual roles below.
Data
28.6
/100
Mean28.6
Median27.8
Mode29
40 roles assessed
2
24
14
Green 2
Yellow 24
Red 14
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Data Engineering | 31.5 | 18 |
| Data Science & Analytics | 26.5 | 25 |
Safest Roles
Most At-Risk Roles
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
Frequently Asked Questions
Which domain is safer from AI — Data or Manufacturing?
Manufacturing averages 31.1/100 across 239 roles, while Data averages 28.6/100 across 40 roles — a 2.5-point gap. Manufacturing has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Data vs Manufacturing?
Data covers 40 assessed roles and Manufacturing covers 239 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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