Business & Operations vs Engineering
How does Business & Operations compare to Engineering on AI displacement risk? Business & Operations averages 29.6/100 (median 28.1, mode 26) across 324 assessed roles, while Engineering averages 46.0/100 (median 48.1, mode 48) across 194 roles. Explore the zone distributions, specialisms, and individual roles below.
Business & Operations
29.6
/100
Mean29.6
Median28.1
Mode26
324 roles assessed
35
171
118
Green 35
Yellow 171
Red 118
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Executive Leadership | 59.2 | 19 |
| Consulting | 35.9 | 25 |
| HR & People | 34.4 | 30 |
| Operations Management | 31.7 | 47 |
| Project & Product Management | 30.8 | 16 |
| Sales | 30.2 | 45 |
| Insurance | 29.9 | 17 |
| Procurement | 29.5 | 20 |
| Finance & Accounting | 28.6 | 90 |
| Investment & Securities | 27.9 | 25 |
| Marketing | 26.5 | 27 |
| Banking & Lending | 23.5 | 22 |
| Admin & Office | 10.1 | 35 |
Safest Roles
Most At-Risk Roles
Engineering
46.0
/100
Mean46.0
Median48.1
Mode48
194 roles assessed
98
86
10
Green 98
Yellow 86
Red 10
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Electrical & Electronics Engineering | 50.3 | 34 |
| Biomedical Engineering | 50.0 | 10 |
| Aerospace Engineering | 49.8 | 28 |
| Civil Engineering | 49.7 | 35 |
| Chemical Engineering | 48.1 | 16 |
| Environmental Engineering | 47.6 | 17 |
| Engineering Management | 45.9 | 10 |
| Mechanical Engineering | 45.8 | 37 |
| Industrial Engineering | 40.9 | 17 |
| Architecture | 40.7 | 13 |
| Engineering Technicians | 37.4 | 37 |
Safest Roles
Frequently Asked Questions
Which domain is safer from AI — Business & Operations or Engineering?
Engineering averages 46.0/100 across 194 roles, while Business & Operations averages 29.6/100 across 324 roles — a 16.5-point gap. Engineering has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Business & Operations vs Engineering?
Business & Operations covers 324 assessed roles and Engineering covers 194 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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