Business & Operations vs Utilities & Energy
How does Business & Operations compare to Utilities & Energy on AI displacement risk? Business & Operations averages 29.6/100 (median 28.1, mode 26) across 324 assessed roles, while Utilities & Energy averages 50.6/100 (median 52.3, mode 54) across 110 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
Utilities & Energy
50.6
/100
Mean50.6
Median52.3
Mode54
110 roles assessed
66
39
5
Green 66
Yellow 39
Red 5
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Telecommunications | 54.9 | 19 |
| Power Generation | 54.8 | 37 |
| Water & Wastewater | 54.0 | 18 |
| Refining & Gas Processing | 44.1 | 5 |
| Mining Operations | 42.8 | 5 |
| Drilling & Extraction | 42.1 | 26 |
Safest Roles
Frequently Asked Questions
Which domain is safer from AI — Business & Operations or Utilities & Energy?
Utilities & Energy averages 50.6/100 across 110 roles, while Business & Operations averages 29.6/100 across 324 roles — a 21.1-point gap. Utilities & Energy has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Business & Operations vs Utilities & Energy?
Business & Operations covers 324 assessed roles and Utilities & Energy covers 110 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.
Compare Another
Open Domain Comparison Tool
What's your AI risk score?
We're building a free tool that analyses your career against millions of data points and gives you a personal risk score with transition paths. We'll only build it if there's demand.
No spam. We'll only email you if we build it.
The AI-Proof Career Guide
We've found clear patterns in the data about what actually protects careers from disruption. We'll publish it free — but only if people want it.
No spam. We'll only email you if we write it.