Manufacturing vs Science & Research
How does Manufacturing compare to Science & Research on AI displacement risk? Manufacturing averages 31.1/100 (median 28.0, mode 26) across 239 assessed roles, while Science & Research averages 40.7/100 (median 40.3, mode 40) across 118 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
Science & Research
40.7
/100
Mean40.7
Median40.3
Mode40
118 roles assessed
28
84
6
Green 28
Yellow 84
Red 6
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Life Sciences | 45.2 | 45 |
| Environmental Science | 41.1 | 33 |
| Physical Sciences | 39.7 | 38 |
| Mathematics & Statistics | 35.6 | 12 |
| Social Science | 35.6 | 23 |
Safest Roles
Most At-Risk Roles
Frequently Asked Questions
Which domain is safer from AI — Manufacturing or Science & Research?
Science & Research averages 40.7/100 across 118 roles, while Manufacturing averages 31.1/100 across 239 roles — a 9.6-point gap. Science & Research has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Manufacturing vs Science & Research?
Manufacturing covers 239 assessed roles and Science & Research covers 118 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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