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Management & Leadership · Updated Aug 2026

Social and Community Service Managers

Plan, direct, or coordinate the activities of a social service program or community outreach organization. Oversee the program or organization's budget and policies regarding participant involvement, program requirements, and benefits. Work may involve directing social workers, counselors, or probation officers.

JVS 2.0.0-phase4b
AI Exposure
67/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
55/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence83/100
Task coverage87%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Establish and oversee administrative procedures to meet objectives set by boards of directors or senior management.High
71
Direct activities of professional and technical staff members and volunteers.High
58
Evaluate the work of staff and volunteers to ensure that programs are of appropriate quality and that resources are used effectively.High
68
Establish and maintain relationships with other agencies and organizations in community to meet community needs and to ensure that services are not duplicated.High
73
Prepare and maintain records and reports, such as budgets, personnel records, or training manuals.High
72
Provide direct service and support to individuals or clients, such as handling a referral for child advocacy issues, conducting a needs evaluation, or resolving complaints.High
55
Participate in the determination of organizational policies regarding such issues as participant eligibility, program requirements, and program benefits.High
73
Act as consultants to agency staff and other community programs regarding the interpretation of program-related federal, state, and county regulations and policies.Medium
67
Implement and evaluate staff, volunteer, or community training programs.Medium
69
Research and analyze member or community needs to determine program directions and goals.Medium
72
Plan and administer budgets for programs, equipment, and support services.Medium
72
Analyze proposed legislation, regulations, or rule changes to determine how agency services could be impacted.Medium
72
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Establish and maintain relationships with other agencies and organizations in community to meet community needs and to ensure that services are not duplicated.73
  2. Participate in the determination of organizational policies regarding such issues as participant eligibility, program requirements, and program benefits.73
  3. Prepare and maintain records and reports, such as budgets, personnel records, or training manuals.72
  4. Research and analyze member or community needs to determine program directions and goals.72
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Establish and oversee administrative procedures to meet objectives set by boards of directors or senior management.01
  2. Direct activities of professional and technical staff members and volunteers.02
  3. Evaluate the work of staff and volunteers to ensure that programs are of appropriate quality and that resources are used effectively.03
  4. Establish and maintain relationships with other agencies and organizations in community to meet community needs and to ensure that services are not duplicated.04
  5. Prepare and maintain records and reports, such as budgets, personnel records, or training manuals.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency80
Physical dependency32
Adoption pressure57
Labour-market resilience62
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence83/100
CalculatedAug 21, 2026
Read methodology →