Will AI replace Clinical and Counseling Psychologists?
Work in Clinical and Counseling Psychologists sits in the in-between: AI reaches some of it (~37% in theory) but is only measured doing about 6% today — part human, part machine.
O*NET-SOC 19-3033
How your 24 core tasks split
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a moderate share of this job's tasks (~37%). By late 2025, real-world AI use had reached about 6% of its task activity (still rare). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
The signals here line up
Theoretical reach (~37%), real-world use (~6%) and the task-level picture mostly agree — so this read is more reliable than for jobs where the signals contradict each other. Even so, AI-risk estimates shift by model (a 2026 study saw the "high-risk" share swing 2.7%–51.5%), so treat these as directional, not destiny.
See all 24 tasks, ratedBased on real task-level AI scores — click to collapse
- Write reports on clients and maintain required paperwork.
- Document patient information including session notes, progress notes, recommendations, and treatment plans.
- Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.
- Develop and implement individual treatment plans, specifying type, frequency, intensity, and duration of therapy.
- Develop therapeutic and treatment plans based on clients' interests, abilities, or needs.
- Identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, or reference materials.
- Evaluate the effectiveness of counseling or treatments and the accuracy and completeness of diagnoses, modifying plans or diagnoses as necessary.
- Consult with or provide consultation to other doctors, therapists, or clinicians regarding patient care.
- Obtain and study medical, psychological, social, and family histories by interviewing individuals, couples, or families and by reviewing records.
- Maintain current knowledge of relevant research.
- Consult reference material, such as textbooks, manuals, or journals, to identify symptoms, make diagnoses, or develop approaches to treatment.
- Refer clients to other specialists, institutions, or support services as necessary.
- Develop, direct, and participate in training programs for staff and students.
- Select, administer, score, and interpret psychological tests to obtain information on individuals' intelligence, achievements, interests, or personalities.
- Provide occupational, educational, or other information to individuals so that they can make educational or vocational plans.
- Interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, or vocational development and adjustment.
- Conduct assessments of patients' risk for harm to self or others.
- Counsel individuals, groups, or families to help them understand problems, deal with crisis situations, define goals, and develop realistic action plans.
- Use a variety of treatment methods, such as psychotherapy, hypnosis, behavior modification, stress reduction therapy, psychodrama, or play therapy.
- Direct, coordinate, and evaluate activities of staff and interns engaged in patient assessment and treatment.
- Advise clients on how they could be helped by counseling.
- Supervise and train interns, clinicians in training, and other counselors.
- Provide consulting services, including educational programs, outreach programs, or prevention talks to schools, social service agencies, businesses, or the general public.
- Consult with other professionals, agencies, or universities to discuss therapies, treatments, counseling resources or techniques, and to share occupational information.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.