AITakeover Tracker
32%medium risk

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.

Higher risk than 49% of occupations

AI Impact Summary

Child, Family, and School Social Workers faces moderate AI displacement risk with a score of 32/100. This occupation has higher AI displacement risk than 49% of all analyzed occupations. Of 23 analyzed tasks, 7 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Child, Family, and School Social Workers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.5pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Social Perceptiveness

Estimated Impact

-4pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Associate's Degree6%
Bachelor's Degree69%
Doctoral/Professional Degree26%

Prior Experience Needed

Work experience required to enter this job

None11%
6 months - 1 year25%
1-2 years24%
2-4 years32%
4-6 years7%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month24%
1-3 months8%
3-6 months23%
6 months - 1 year15%
1-2 years16%
2-4 years14%

How AI Impacts Each Task

23 tasks analyzed

Place children in foster or adoptive homes, institutions, or medical treatment centers.

Risk: 35.0%AI: 20EstimatedTime: 3%

Maintain case history records and prepare reports.

Risk: 86.0%AI: 92EstimatedTime: 15%

Recommend temporary foster care and advise foster or adoptive parents.

Risk: 19.0%AI: 10EstimatedTime: 3%

Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.

Risk: 21.0%AI: 15EstimatedTime: 10%

Counsel students whose behavior, school progress, or mental or physical impairment indicate a need for assistance, diagnosing students' problems and arranging for needed services.

Risk: 40.7%AI: 64.18ObservedTime: 5%

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.

Risk: 21.0%AI: 15EstimatedTime: 5%

Develop and review service plans in consultation with clients and perform follow-ups assessing the quantity and quality of services provided.

Risk: 43.0%AI: 40EstimatedTime: 6%

Counsel parents with child rearing problems, interviewing the child and family to determine whether further action is required.

Risk: 19.0%AI: 10EstimatedTime: 4%

Consult with parents, teachers, and other school personnel to determine causes of problems, such as truancy and misbehavior, and to implement solutions.

Risk: 21.0%AI: 15EstimatedTime: 5%

Evaluate personal characteristics and home conditions of foster home or adoption applicants.

Risk: 37.0%AI: 25EstimatedTime: 3%

Address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.

Risk: 51.4%AI: 61.1ObservedTime: 4%

Arrange for medical, psychiatric, and other tests that may disclose causes of difficulties and indicate remedial measures.

Risk: 84.0%AI: 87EstimatedTime: 3%

Conduct social research.

Risk: 48.5%AI: 53.7ObservedTime: 2%

Refer 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.

Risk: 86.0%AI: 92EstimatedTime: 5%

Collect supplementary information needed to assist client, such as employment records, medical records, or school reports.

Risk: 86.0%AI: 92EstimatedTime: 5%

Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.

Risk: 19.0%AI: 10EstimatedTime: 6%

Provide, find, or arrange for support services, such as child care, homemaker service, prenatal care, substance abuse treatment, job training, counseling, or parenting classes to prevent more serious problems from developing.

Risk: 84.0%AI: 87EstimatedTime: 4%

Supervise other social workers.

Risk: 21.0%AI: 15EstimatedTime: 2%

Lead group counseling sessions that provide support in such areas as grief, stress, or chemical dependency.

Risk: 17.0%AI: 5EstimatedTime: 2%

Serve on policy-making committees, assist in community development, and assist client groups by lobbying for solutions to problems.

Risk: 21.0%AI: 15EstimatedTime: 2%

Work in child and adolescent residential institutions.

Risk: 17.0%AI: 5EstimatedTime: 2%

Administer welfare programs.

Risk: 86.0%AI: 92EstimatedTime: 2%

Determine clients' eligibility for financial assistance.

Risk: 86.0%AI: 92EstimatedTime: 2%

Protective Factors

Total protective discount: 35.1%

Essential Soft Skills

Traits that are hard for AI to replicate

Concern for OthersDependabilityStress ToleranceIntegrityAdaptability/FlexibilityInitiativePersistenceSelf ControlCooperationIndependenceSocial OrientationAchievement/Effort

Wage & Employment (2024)

Median Wage

$58,570

per year

Mean Wage

$62,920

per year

Employment

383K

workers

Wage Range

$40,580 - $94,030

10th - 90th pct

Wage Distribution

$40,580Median: $58,570$94,030
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Recreational Therapists

23%
Low Risk

Median salary: $60,280

Higher risk than 13% of other occupations

Social and Community Service Managers

25%
Low Risk

Median salary: $78,240

Higher risk than 19% of other occupations

Mental Health Counselors

27%
Medium Risk

Higher risk than 24% of other occupations

Social and Human Service Assistants

28%
Medium Risk

Median salary: $45,120

Higher risk than 27% of other occupations

Substance Abuse and Behavioral Disorder Counselors

29%
Medium Risk

Higher risk than 34% of other occupations

Arbitrators, Mediators, and Conciliators

29%
Medium Risk

Median salary: $67,710

Higher risk than 34% of other occupations

Mental Health and Substance Abuse Social Workers

31%
Medium Risk

Median salary: $60,060

Higher risk than 42% of other occupations

Directors, Religious Activities and Education

31%
Medium Risk

Median salary: $54,840

Higher risk than 44% of other occupations

Counseling Psychologists

32%
Medium Risk

Higher risk than 50% of other occupations

Probation Officers and Correctional Treatment Specialists

33%
Medium Risk

Median salary: $64,520

Higher risk than 58% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Child, Family, and School Social Workers professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

-0.1

overall change

Checking for existing plan...