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Holding out
Social Worker
Judgement, trust and statutory responsibility in messy human situations resist automation.
Replacement risk
16%
Mostly gone by
2046
Runway left
20 yrs
Mostly stays the same
The ten-question breakdown
Each factor is scored 0–100. Higher means easier to automate.
Scoring the ten factors for this job…
What you can do now
- Use AI for documentation and reclaim casework time
- Specialise in child protection or mental health
- Move into supervision and policy
Where to move next
- Team manager
- Policy advisor
- Clinical supervisor