Assess and evaluate individuals' problems through the use of case history, interview, and observation and provide individual or group counseling services to assist individuals in achieving more effective personal, social, educational, and vocational development and adjustment.
13 of 13 tasks have some AI capability
Exposure Trend
This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.
Document patient information including session notes, progress notes, recommendations, and treatment plans.
AI: Fully automatable - AI systems in 2025 can reliably generate session notes, progress summaries, recommendations, and draft treatment plans from transcripts and structured inputs, enabling near-complete automation of documentation workflows.
Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.
AI: Partial - AI can collect structured histories and conduct scripted interviews and observational analyses, yet it lacks full capabilities for nuanced rapport-building, interpreting complex nonverbal cues, and making high-stakes clinical judgments alone.
Counsel individuals, groups, or families to help them understand problems, deal with crisis situations, define goals, and develop realistic action plans.
AI: Partial - AI can deliver evidence-based coaching, psychoeducation, and preliminary crisis triage, but cannot fully replicate the empathy, complex ethical judgment, and liability-bearing clinical work of human counselors in many cases.
Develop therapeutic and treatment plans based on clients' interests, abilities, or needs.
AI: Partial - AI can propose individualized, evidence-based treatment plans from assessment data, but finalization, tailoring in complex cases, and clinical accountability require human oversight.
Supervise interns, clinicians in training, and other counselors.
AI: Partial - AI can provide supervisory feedback, case teaching, and assessment tools for trainees, but cannot fully assume the relational mentorship, legal responsibility, and nuanced evaluative role of human supervisors.
Advise clients on how they could be helped by counseling.
AI: Partial - AI can generate evidence-based counseling advice and coping strategies but cannot fully replace human therapists for nuanced, empathic care and crisis management.
Analyze data, such as interview notes, test results, or reference manuals, to identify symptoms or to diagnose the nature of clients' problems.
AI: Partial - AI can process interview notes and test data to flag symptoms and suggest diagnostic hypotheses, but lacks clinical authority and may miss contextual nuances required for formal diagnosis.
Consult with other professionals, agencies, or universities to discuss therapies, treatments, counseling resources or techniques, and to share occupational information.
AI: Partial - AI can prepare literature summaries, treatment options, and draft consultation materials to support interprofessional discussion, but cannot fully replicate real-world professional collaboration and decision-making responsibility.
Evaluate the results of counseling methods to determine the reliability and validity of treatments.
AI: Partial - AI can perform statistical analyses and meta-analyses to assess treatment reliability and validity, yet final judgments about clinical validity and applicability require human oversight and domain judgment.
Refer clients to specialists or to other institutions for noncounseling treatment of problems.
AI: Partial - AI can identify appropriate specialists and generate referral recommendations based on presenting problems, but cannot complete or take responsibility for formal referrals or manage legal/ethical follow-through.
Provide consulting services, including educational programs, outreach programs, or prevention talks to schools, social service agencies, businesses, or the general public.
AI: Partial - AI can create educational curricula, outreach materials, and scripted prevention talks and can even deliver prerecorded presentations, but it lacks the adaptive, relational presence of a human consultant in live community settings.
Select, administer, and interpret psychological tests to assess intelligence, aptitudes, abilities, or interests.
AI: Partial - AI can score tests and produce interpretive reports based on normative data, but standardized administration, ethical safeguards, and nuanced clinical interpretation typically require credentialed professionals.
Conduct research to develop or improve diagnostic or therapeutic counseling techniques.
AI: Partial - AI can design studies, synthesize literature, simulate data, and run analyses to develop or refine techniques, but cannot independently conduct human-subjects research, obtain ethics approvals, or manage in-person data collection.