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AI Risk Comparison

Mental Health and Substance Abuse Social Workers vs Rehabilitation Counselors

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Rehabilitation Counselors
Higher risk
Mental Health and Substance Abuse Social Workers
Risk gap
2 points
Community & Social ServicesO*NET: 21-1023.00

Mental Health and Substance Abuse Social Workers

Assess and treat individuals with mental, emotional, or substance abuse problems, including abuse of alcohol, tobacco, and/or other drugs. Activities may include individual and group therapy, crisis intervention, case management, client advocacy, prevention, and education.

AI Risk Score

33/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Monitor, evaluate, and record client progress with respect to treatment goals.
  • Interview clients, review records, conduct assessments, or confer with other professionals to evaluate the mental or physical condition of clients or patients.
  • Documenting/Recording Information
  • Evaluating Information to Determine Compliance with Standards
  • Processing Information

Top skills

Social Perceptiveness4.25/5
Active Listening4.12/5
Speaking4.12/5
Reading Comprehension4.00/5
Critical Thinking4.00/5

Recommended career pivots

Mental Health Counselors59/100Healthcare Social Workers34/100Marriage and Family Therapists29/100Rehabilitation Counselors31/100Substance Abuse and Behavioral Disorder Counselors30/100
Community & Social ServicesO*NET: 21-1015.00

Rehabilitation Counselors

Counsel individuals to maximize the independence and employability of persons coping with personal, social, and vocational difficulties that result from birth defects, illness, disease, accidents, aging, or the stress of daily life. Coordinate activities for residents of care and treatment facilities. Assess client needs and design and implement rehabilitation programs that may include personal and vocational counseling, training, and job placement.

AI Risk Score

31/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Prepare and maintain records and case files, including documentation, such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence.
  • Locate barriers to client employment, such as inaccessible work sites, inflexible schedules, or transportation problems, and work with clients to develop strategies for overcoming these barriers.
  • Monitor and record clients' progress to ensure that goals and objectives are met.
  • Documenting/Recording Information
  • Working with Computers

Top skills

Active Listening4.00/5
Speaking4.00/5
Social Perceptiveness4.00/5
Service Orientation4.00/5
Monitoring3.88/5

Recommended career pivots

Mental Health and Substance Abuse Social Workers33/100Mental Health Counselors59/100Healthcare Social Workers34/100Child, Family, and School Social Workers27/100Occupational Therapy Aides32/100

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