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Will AI replace Child, Family, and School Social Workers?

Provide social services and assistance to improve the social and psychological functioning of children and their families and to maximize the family well-being and the academic functioning of children. The percentage shown is a task-exposure model, not a prediction of certain job loss.

O*NET 30.3 · 21-1021.00 · modeled exposure, not guaranteed job loss
LOW TASK EXPOSURE
24%
Estimated share of representative tasks exposed to current AI capabilities.
Last updatedAugust 20, 2026
Evidence confidenceMedium
Browse this risk tierLower exposure jobs →
Task automation shareⓘ
24%Automatable
Automatable24%
Augmentable42%
Hard to automate34%
Based on analysis of representative responsibilities and current AI capability maturity.
Category#
Customer-Facing
Front line / Support
Modeled pay midpoint$
$68,900/yr
Directional estimate — verify locally
Time until impact⌁
6–10+ years
Earliest 2032 · widespread 2036+
Task-level replaceability ⓘ
Representative tasks ranked from highest to lowest AI exposure.
◇Maintain case history records and prepare reports.34%
✦Human empathy and real-time de-escalation26%
⚙Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.24%
✦Physical presence and relationship trust22%
▥Serve as liaisons between students, homes, schools, family services, child guidance clinics, courts, protective services, doctors, and other contacts to help children who face problems, such as disabilities, abuse, or poverty.13%
Impact timeline ⓘ
How AI assistance may move from early support to wider adoption.
2032Next2036+
Light supportAI provides limited help with maintain case history records and prepare reports..
AugmentationTools improve productivity without owning outcomes.
Human-ledCore work stays anchored in human empathy and real-time de-escalation.
6–10+ yearsdirectional confidence window
HOW AI CHANGES THIS JOBtyping the logic in plain English
01>Start with the real work done by Child, Family, and School Social Workers.
02>AI can help with: Maintain case history records and prepare reports.
03>If a task is repetitive and easy to check, AI pressure goes up.
04>But a person is still needed for: Human empathy and real-time de-escalation.
05>Likely result: AI mostly acts as a helper while the core job stays human-led.
06>Important: 24% is estimated task exposure—not a 24% chance of losing the job.
What AI can do
Maintain case history records and prepare reports.LOW MATCH
Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.LOW MATCH
Serve as liaisons between students, homes, schools, family services, child guidance clinics, courts, protective services, doctors, and other contacts to help children who face problems, such as disabilities, abuse, or poverty.LOW MATCH
How estimates work →
Your human moat
◆

Human empathy and real-time de-escalation

HIGH MOAT

Combined with physical presence and relationship trust, this keeps a human in the loop.

Strength8.7
Similar-role comparison
RoleRisk
Child, Family, and School Social Workers24%
Skincare Specialists24%
Social Workers, All Other24%
Food Preparation Workers24%
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Why this score?

✓The model evaluates 3 representative core tasks.
✓The core work depends on presence, dexterity, or accountability.
✓Occupation and task language comes from O*NET 30.3.
✓The strongest human advantage is human empathy and real-time de-escalation.
Research basis

O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.

Read ILO research →
Data: O*NET 30.3 · Model framework: ILO 2025O*NET 21-1021.00Share report
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Sources for this report

Official occupation tasks; timeline remains uncertain Scores are directional estimates and sources do not endorse this site’s exact percentage.

O*NET 21-1021.00 occupation profile ↗ILO Generative AI and Jobs 2025 ↗Scoring methodology →

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