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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Rehabilitation Counselors?

Lower risk

Baseline AI displacement risk for Rehabilitation Counselors, aggregated from 8 research sources.

What this score means

Rehabilitation Counselors leans toward the safer end for Social Services. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 34 out of 100 it sits close to the Social Services average of 33. Across the 8 sources behind this baseline, individual estimates run from 14 to 57, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Rehabilitation Counselors, most central first, showing 12 of 17.

  • 01Prepare and maintain records and case files, including documentation, such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence.
  • 02Confer with clients to discuss their options and goals so that rehabilitation programs and plans for accessing needed services can be developed.
  • 03Develop rehabilitation plans that fit clients' aptitudes, education levels, physical abilities, and career goals.
  • 04Locate 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.
  • 05Monitor and record clients' progress to ensure that goals and objectives are met.
  • 06Participate in job development and placement programs, contacting prospective employers, placing clients in jobs, and evaluating the success of placements.
  • 07Analyze information from interviews, educational and medical records, consultation with other professionals, and diagnostic evaluations to assess clients' abilities, needs, and eligibility for services.
  • 08Collaborate with clients' families to implement rehabilitation plans, such as behavioral, residential, social, or employment goals.
  • 09Develop and maintain relationships with community referral sources, such as schools or community groups.
  • 10Maintain close contact with clients during job training and placements to resolve problems and evaluate placement adequacy.
  • 11Arrange for on-site job coaching or assistive devices, such as specially equipped wheelchairs, to help clients adapt to work or school environments.
  • 12Arrange for physical, mental, academic, vocational, and other evaluations to obtain information for assessing clients' needs and developing rehabilitation plans.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 8 research sources that scored Rehabilitation Counselors for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Rehabilitation Counselors?
Published research puts Rehabilitation Counselors at 34 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 8 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Rehabilitation Counselors?
Only partly. Individual estimates for Rehabilitation Counselors run from 14 to 57 out of 100 across the 8 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which social services roles face similar AI exposure?
The closest published social services roles to Rehabilitation Counselors by score are Healthcare Social Workers (36/100), Probation Officers and Correctional Treatment Specialists (32/100), and Community and Social Service Specialists, All Other (37/100). Each has its own page with the research behind its number.

Also covers

Blind Rehabilitation Specialist · Care Navigator · Career Navigator · Certified Rehabilitation Counselor · Classification Counselor · Client Navigator · Client Trainer · Developmental Disabilities Specialist and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.