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Automation Risk Analysis

Will “Drug and Alcohol Therapist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #114 of 702. Estimated risk: 3.3%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

47%

“Drug and Alcohol Therapist” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 47% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“Drug and Alcohol Therapist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Substance Abuse and Behavioral Disorder Counselors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Counsel and advise individuals with alcohol, tobacco, drug, or other problems, such as gambling and eating disorders. May counsel individuals, families, or groups or engage in prevention programs.

Job Title & Hierarchy Code (SOC) Substance Abuse and Behavioral Disorder Counselors #21-1011
ℹ️

Data is based on the reference occupation: “Substance Abuse and Behavioral Disorder Counselors”

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Core Skills & Abilities

  • Conduct chemical dependency program orientation sessions.

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

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

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

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

  • Train or supervise student interns or new staff members.

  • Participate in case conferences or staff meetings.

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

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

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

  • Instruct others in program methods, procedures, or functions.

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

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

  • Follow progress of discharged patients to determine effectiveness of treatments.

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

  • Modify treatment plans to comply with changes in client status.

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

  • Act as liaisons between clients and medical staff.

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

  • 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.

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

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

  • Attend training sessions to increase knowledge and skills.

Technologies & Software

  • Anasazi Software Assessment and Treatment Plan Systems
  • Microsoft PowerPoint
  • Word processing software
  • Web browser software
  • Client System
  • Gemini for Workspace
  • Microsoft Office software
  • Microsoft Copilot
  • Varian Medical Systems
  • ChatGPT (OpenAI)
  • danic Technology
  • IMA Technologies CaseTrakker
  • Scheduling software
  • Allscripts Canopy
  • Economic Analysis Group EAG CaseTrack
  • Statistical software
  • Cadence Solutions extendedReach
  • ACMS Casewatch Millenium
  • Email software
  • Database software
  • Athena Software Penelope Case Management
  • Microsoft Word
  • Limbic AI
  • Woebot (AI Mental Health)
  • CaseManagement.com E-Reports
  • Practice Technology Prevail
  • STI Computer Services ChartMaker
  • Case management software
  • Libera System7
  • Microsoft Excel
  • Addison Health Systems WritePad EHR
  • IBM Lotus Notes
  • Microsoft Outlook
  • Online informational database software
  • Presentation software
  • Spreadsheet software
  • Desktop computers
  • Breathalyzers
  • Personal computers
  • Personal digital assistants PDA
  • Notebook computers

Alternative Job Titles