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Mental Health Counselor
Three components - Automation Resistance, Structural Moat, and Demand - add up to 72.
Federal labor data does not count mental-health counselors on their own; the wage, workforce, openings, and AI-exposure numbers use the combined Substance Abuse, Behavioral Disorder, and Mental Health Counselors occupation. That combines several counseling lanes, so it is not a mental-health-only count.
Counseling keeps a human clinical core because trust, crisis judgment, mandated reporting, and treatment accountability stay with the licensed clinician. AI reaches notes, intake summaries, worksheets, outcome measures, scheduling, and low-acuity support. Licensed risk judgment and the treatment relationship keep those tools from becoming the clinician.
the combined counselor AI row: observed exposure was unavailable, and modeled median job-loss risk was 9.35%. That places the role in the low-risk range, but counseling is language-heavy rather than physically embodied, so the demand stays at the range midpoint.
useful support, with much of the gain staying inside clinics, platforms, or group practices unless the counselor has more independent practice control. Notes, intake summaries, worksheets, screening, scheduling, and outcome tracking can all help.
The protection comes from graduate counseling education, supervised hours, state licensure, exams, continuing education, and compact mobility in participating states. The physical barrier is low, so the license and ethics framework do most of the work.
Office, clinic, telehealth, and community counseling settings supply the physical-setting estimate. The work has client-risk exposure and occasional crisis context, but it is not heavy, field-based, or procedural clinical work.
a degree-gated state counseling license, supervised clinical hours, exams, ethics rules, and continuing requirements. One point is held back because titles and exact rules vary by state.
a non-physical counseling role. Software is the relevant risk channel; broad robotics deployment does not replace clinical counseling.
The full 5 of 5 follows the graduate counseling route: master's-level mental-health-counselor program plus state licensure and supervised clinical hours.
Demand is strong but depends on funding, reimbursement, Medicaid coverage, parity enforcement (federal rules requiring insurers to cover mental-health care at the same level as physical care), agency contracts, and telehealth rules. The broader counseling data group is large, while the mental-health-specific caveat stays visible. Paid counselor seats depend on reimbursement and supervision capacity, not need alone.
Federal projections show 483.5K jobs, 16.8% growth, and 48.3K annual openings for the combined mental-health, substance-use, and behavioral-disorder counseling group. For this page, that scale supports demand, but it is broader than mental-health counseling alone.
Mental-health access demand is strong, but the public data combines several counseling lanes. Clinic reimbursement, community-program funding, parity enforcement, telehealth rules, and supervised-license capacity decide how cleanly that demand becomes paid counseling jobs.
Demand stays resilient because the relationship, crisis, referral, and treatment-plan work remains durable. The available wage comparison does not add a separate pay-pressure warning.
The threshold is AI counseling tools becoming reimbursed front doors that replace a meaningful share of low-acuity sessions or intake work. Note drafts, worksheets, or between-session support would not be enough unless payers use them to reduce clinician hours. Payer behavior and low-acuity platform use would be the signal.
A broad licensure-compact expansion would strengthen the path if it made counselors meaningfully more portable across large states. The change would need to improve real hiring and telehealth access, not just create a paper pathway. Telehealth hiring and interstate supervision rules would need to change in practice.
Pre-license pay staying too low for the debt would weaken the path if supervision bottlenecks, agency wages, and caseloads push graduates out before independent licensure. The signal would be attrition and hiring trouble, not just complaints. Agency wages, supervision slots, and graduate debt would be the stress test.