Science & Research vs Utilities & Energy
How does Science & Research compare to Utilities & Energy on AI displacement risk? Science & Research averages 40.7/100 (median 40.3, mode 40) across 118 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.
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
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 — Science & Research or Utilities & Energy?
Utilities & Energy averages 50.6/100 across 110 roles, while Science & Research averages 40.7/100 across 118 roles — a 9.9-point gap. Utilities & Energy has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Science & Research vs Utilities & Energy?
Science & Research covers 118 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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