Job Check
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. May assist parents, arrange adoptions, and find foster homes for abandoned or abused children. In schools, they address such problems as teenage pregnancy, misbehavior, and truancy. May also advise teachers.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Maintain case history records and prepare reports.AI could speed this up a lot
- 02Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.Mostly human for now
- 03Serve 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.Mostly human for now
- 04Develop and review service plans in consultation with clients and perform follow-ups assessing the quantity and quality of services provided.AI could speed this up, with extra tools
- 05Address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.Mostly human for now
- 06Counsel parents with child rearing problems, interviewing the child and family to determine whether further action is required.Mostly human for now
- 07Consult with parents, teachers, and other school personnel to determine causes of problems, such as truancy and misbehavior, and to implement solutions.Mostly human for now
- 08Arrange for medical, psychiatric, and other tests that may disclose causes of difficulties and indicate remedial measures.AI could speed this up, with extra tools
- 09Refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.AI could speed this up, with extra tools
- 10Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job loss1%of this job’s work time goes to tasks that people already do with Claude at work, counting tasks where AI only helps as half (2026).Anthropic, 2026
24%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 95% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.
- 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.
- Address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.