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Community & Social Services · Updated Aug 2026

Rehabilitation Counselors

Counsel individuals to maximize the independence and employability of persons coping with personal, social, and vocational difficulties that result from birth defects, illness, disease, accidents, aging, or the stress of daily life. Coordinate activities for residents of care and treatment facilities. Assess client needs and design and implement rehabilitation programs that may include personal and vocational counseling, training, and job placement.

JVS 2.0.0-phase4b
AI Exposure
64/100
High

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

Replacement Risk
59/100
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
Confidence82/100
Task coverage86%

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
Prepare and maintain records and case files, including documentation, such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence.High
65
Confer with clients to discuss their options and goals so that rehabilitation programs and plans for accessing needed services can be developed.High
68
Develop rehabilitation plans that fit clients' aptitudes, education levels, physical abilities, and career goals.High
68
Maintain close contact with clients during job training and placements to resolve problems and evaluate placement adequacy.High
68
Develop and maintain relationships with community referral sources, such as schools or community groups.High
73
Monitor and record clients' progress to ensure that goals and objectives are met.High
54
Analyze information from interviews, educational and medical records, consultation with other professionals, and diagnostic evaluations to assess clients' abilities, needs, and eligibility for services.High
65
Participate in job development and placement programs, contacting prospective employers, placing clients in jobs, and evaluating the success of placements.High
67
Manage budgets and direct case service allocations, authorizing expenditures and payments.Medium
73
Locate barriers to client employment, such as inaccessible work sites, inflexible schedules, or transportation problems, and work with clients to develop strategies for overcoming these barriers.High
48
Collaborate with clients' families to implement rehabilitation plans, such as behavioral, residential, social, or employment goals.High
65
Arrange for physical, mental, academic, vocational, and other evaluations to obtain information for assessing clients' needs and developing rehabilitation plans.Medium
68
Confer with physicians, psychologists, occupational therapists, and other professionals to develop and implement client rehabilitation programs.Medium
68
Arrange for on-site job coaching or assistive devices, such as specially equipped wheelchairs, to help clients adapt to work or school environments.Medium
57
Most exposed

Where AI can do more

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

  1. Develop and maintain relationships with community referral sources, such as schools or community groups.73
  2. Manage budgets and direct case service allocations, authorizing expenditures and payments.73
  3. Confer with clients to discuss their options and goals so that rehabilitation programs and plans for accessing needed services can be developed.68
  4. Develop rehabilitation plans that fit clients' aptitudes, education levels, physical abilities, and career goals.68
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. Locate barriers to client employment, such as inaccessible work sites, inflexible schedules, or transportation problems, and work with clients to develop strategies for overcoming these barriers.01
  2. Prepare and maintain records and case files, including documentation, such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence.02
  3. Confer with clients to discuss their options and goals so that rehabilitation programs and plans for accessing needed services can be developed.03
  4. Develop rehabilitation plans that fit clients' aptitudes, education levels, physical abilities, and career goals.04
  5. Maintain close contact with clients during job training and placements to resolve problems and evaluate placement adequacy.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 dependency46
Physical dependency32
Adoption pressure54
Labour-market resilience61
Methodology & sources

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

Confidence82/100
CalculatedAug 21, 2026
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