Data vs Social Services
How does Data compare to Social Services on AI displacement risk? Data averages 28.6/100 (median 27.8, mode 29) across 40 assessed roles, while Social Services averages 55.8/100 (median 55.9, mode 56) across 67 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
Social Services
55.8
/100
Mean55.8
Median55.9
Mode56
67 roles assessed
53
14
Green 53
Yellow 14
Red 0
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Childcare | 62.9 | 10 |
| Social Work | 54.6 | 41 |
| Counselling | 54.4 | 17 |
Safest Roles
Most At-Risk Roles
Frequently Asked Questions
Which domain is safer from AI — Data or Social Services?
Social Services averages 55.8/100 across 67 roles, while Data averages 28.6/100 across 40 roles — a 27.2-point gap. Social Services has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Data vs Social Services?
Data covers 40 assessed roles and Social Services covers 67 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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