AI Automation Index

Will AI Replace Substance Abuse and Behavioral Disorder Counselors?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Substance Abuse and Behavioral Disorder Counselors. Run the upskilling simulator.

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• Developed & audited by Gini Loh

AI Vulnerability

15% risk score

Median Salary

$62,685 / year

Growth Demand

Very High

Constituent Task Mix

We parsed O*NET's 23 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 0%
Medium Automation Risk (Cognitive/Technical) 30%
Low Automation Risk (Strategy/Leadership) 70%

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constituent Tasks

Complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information.

Semi-structured task combining routine and non-routine responsibilities.

Counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Assess individuals' degree of drug dependency by collecting and analyzing urine samples.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Follow progress of discharged patients to determine effectiveness of treatments.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Conduct chemical dependency program orientation sessions.

Semi-structured task combining routine and non-routine responsibilities.

Review and evaluate clients' progress in relation to measurable goals described in treatment and care plans.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Coordinate activities with courts, probation officers, community services, or other post-treatment agencies.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Develop client treatment plans based on research, clinical experience, and client histories.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Modify treatment plans to comply with changes in client status.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Coordinate counseling efforts with mental health professionals or other health professionals, such as doctors, nurses, or social workers.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Plan or implement follow-up or aftercare programs for clients to be discharged from treatment programs.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Intervene as an advocate for clients or patients to resolve emergency problems in crisis situations.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Attend training sessions to increase knowledge and skills.

Semi-structured task combining routine and non-routine responsibilities.

Interview clients, review records, and confer with other professionals to evaluate individuals' mental and physical condition and to determine their suitability for participation in a specific program.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Instruct others in program methods, procedures, or functions.

Semi-structured task combining routine and non-routine responsibilities.

Participate in case conferences or staff meetings.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Act as liaisons between clients and medical staff.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary.

Semi-structured task combining routine and non-routine responsibilities.

Train or supervise student interns or new staff members.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Counsel family members to assist them in understanding, dealing with, and supporting clients or patients.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Confer with family members or others close to clients to keep them informed of treatment planning and progress.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Develop, implement, or evaluate public education, prevention, or health promotion programs, working in collaboration with organizations, institutions, or communities.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Supervise or direct other workers providing services to clients or patients.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

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O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

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