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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Marriage and Family Therapists?

Lower risk

Baseline AI displacement risk for Marriage and Family Therapists, aggregated from 5 research sources.

What this score means

Marriage and Family Therapists 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 30 out of 100 it scores 3 points below the Social Services average of 33. Across the 5 sources behind this baseline, individual estimates run from 5 to 64, 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 Marriage and Family Therapists, most central first, showing 12 of 15.

  • 01Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.
  • 02Ask questions that will help clients identify their feelings and behaviors.
  • 03Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues.
  • 04Maintain case files that include activities, progress notes, evaluations, and recommendations.
  • 05Counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, or financial difficulties.
  • 06Collect information about clients, using techniques such as testing, interviewing, discussion, or observation.
  • 07Confer with clients to develop plans for posttreatment activities.
  • 08Confer with other counselors, doctors, and professionals to analyze individual cases and to coordinate counseling services.
  • 09Determine whether clients should be counseled or referred to other specialists in such fields as medicine, psychiatry, or legal aid.
  • 10Provide instructions to clients on how to obtain help with legal, financial, and other personal issues.
  • 11Provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods.
  • 12Follow up on results of counseling programs and clients' adjustments to determine effectiveness of programs.

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 5 research sources that scored Marriage and Family Therapists 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 Marriage and Family Therapists?
Published research puts Marriage and Family Therapists at 30 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Marriage and Family Therapists?
Only partly. Individual estimates for Marriage and Family Therapists run from 5 to 64 out of 100 across the 5 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 Marriage and Family Therapists by score are Child, Family, and School Social Workers (31/100), Mental Health Counselors (31/100), and Social and Human Service Assistants (31/100). Each has its own page with the research behind its number.

Also covers

ABA Behavior Therapist (Applied Behavior Analysis Behavior Therapist) · Behavior Intervention Specialist · Behavior Specialist · Behavior Support Specialist · Behavior Technician (Behavior Tech) · Behavior Therapist · Behavioral Analyst · Behavioral Health Clinician and related titles

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