Data vs Utilities & Energy
How does Data compare to Utilities & Energy on AI displacement risk? Data averages 28.6/100 (median 27.8, mode 29) across 40 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.
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
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 — Data or Utilities & Energy?
Utilities & Energy averages 50.6/100 across 110 roles, while Data averages 28.6/100 across 40 roles — a 22.0-point gap. Utilities & Energy has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Data vs Utilities & Energy?
Data covers 40 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.
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