Education vs Retail & Service
How does Education compare to Retail & Service on AI displacement risk? Education averages 49.1/100 (median 51.4, mode 56) across 146 assessed roles, while Retail & Service averages 40.8/100 (median 42.5, mode 45) across 249 roles. Explore the zone distributions, specialisms, and individual roles below.
Education
49.1
/100
Mean49.1
Median51.4
Mode56
146 roles assessed
83
57
6
Green 83
Yellow 57
Red 6
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Special Education | 64.2 | 16 |
| Primary Teaching | 63.6 | 6 |
| Secondary Teaching | 62.8 | 8 |
| Early Childhood | 61.6 | 9 |
| STEM & Health Academic | 52.9 | 15 |
| Humanities Academic | 48.1 | 9 |
| Senior Academic & Research | 47.4 | 4 |
| Social Sciences Academic | 47.1 | 13 |
| Teaching Support | 45.6 | 27 |
| Education Administration | 44.0 | 43 |
| Training & Development | 40.2 | 28 |
Safest Roles
Most At-Risk Roles
Retail & Service
40.8
/100
Mean40.8
Median42.5
Mode45
249 roles assessed
78
133
38
Green 78
Yellow 133
Red 38
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Personal Care | 51.6 | 53 |
| Hospitality | 42.3 | 92 |
| Food Service | 42.2 | 59 |
| Retail | 32.3 | 57 |
| Customer Service | 25.0 | 19 |
Safest Roles
Frequently Asked Questions
Which domain is safer from AI — Education or Retail & Service?
Education averages 49.1/100 across 146 roles, while Retail & Service averages 40.8/100 across 249 roles — a 8.3-point gap. Education has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Education vs Retail & Service?
Education covers 146 assessed roles and Retail & Service covers 249 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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