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Substance Abuse and Behavioral Disorder Counselors

Medium37.45%
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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.

The occupation of "Substance Abuse and Behavioral Disorder Counselors" has an automation risk of 37.5%, slightly below the base risk of 38.0% for the occupational group as a whole. This risk assessment reflects the fact that while certain aspects of the job are routine, many core responsibilities demand uniquely human abilities. Automation technologies are increasingly capable of handling standardized documentation and administrative workflows, but the counseling field often requires adaptive skills and personal judgment that machines currently struggle to replicate. Among the most automatable tasks in this occupation are completing and maintaining records or reports regarding patients' histories and progress, counseling clients or patients in individual or group sessions, and assessing individuals' degree of drug dependency through the collection and analysis of urine samples. For example, advances in natural language processing can streamline paperwork and reporting, while telehealth platforms can automate some elements of session scheduling and follow-ups. Similarly, the process of collecting and analyzing biological samples is already partially automated in clinical settings, reducing the need for manual intervention. Despite these automatable tasks, the role is buffered from higher automation risk due to certain tasks that are highly resistant to automation. Supervising or directing other workers, developing and evaluating public education and prevention programs, and communicating treatment plans and progress with clients' families demand interpersonal sensitivity, adaptability, and community engagement. These responsibilities rely on bottleneck skills like originality, which has a low automability at just 3.1%, indicating that creative, flexible problem-solving and the nuanced understanding of human behavior are still difficult for AI systems to emulate. This blend of automatable routine tasks and automation-resistant, human-centric duties results in a moderate overall automation risk for this important occupation.

Filter by Automatable Status
Complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information.
Partially Automatable
Counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes.
Non-Automatable
Assess individuals' degree of drug dependency by collecting and analyzing urine samples.
Partially Automatable
Follow progress of discharged patients to determine effectiveness of treatments.
Partially Automatable
Conduct chemical dependency program orientation sessions.
Partially Automatable
Coordinate activities with courts, probation officers, community services, or other post-treatment agencies.
Partially Automatable
Develop client treatment plans based on research, clinical experience, and client histories.
Partially Automatable
Modify treatment plans to comply with changes in client status.
Partially Automatable
Coordinate counseling efforts with mental health professionals or other health professionals, such as doctors, nurses, or social workers.
Partially Automatable
Plan or implement follow-up or aftercare programs for clients to be discharged from treatment programs.
Partially Automatable
Intervene as an advocate for clients or patients to resolve emergency problems in crisis situations.
Non-Automatable
Attend training sessions to increase knowledge and skills.
Non-Automatable
Instruct others in program methods, procedures, or functions.
Partially Automatable
Participate in case conferences or staff meetings.
Partially Automatable
Act as liaisons between clients and medical staff.
Partially Automatable
Provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary.
Partially Automatable
Train or supervise student interns or new staff members.
Non-Automatable
Counsel family members to assist them in understanding, dealing with, and supporting clients or patients.
Non-Automatable
Confer with family members or others close to clients to keep them informed of treatment planning and progress.
Non-Automatable
Develop, implement, or evaluate public education, prevention, or health promotion programs, working in collaboration with organizations, institutions, or communities.
Partially Automatable
Supervise or direct other workers providing services to clients or patients.
Partially Automatable
Review and evaluate clients' progress in relation to measurable goals described in treatment and care plans.
Partially Automatable
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.
Partially Automatable

Monitoring Processes, Materials, or SurroundingsInspecting Equipment, Structures, or MaterialsGetting InformationEstimating the Quantifiable Characteristics of Products, Events, or InformationIdentifying Objects, Actions, and EventsProcessing InformationEvaluating Information to Determine Compliance with StandardsAnalyzing Data or InformationMaking Decisions and Solving ProblemsThinking CreativelyUpdating and Using Relevant KnowledgeDeveloping Objectives and StrategiesScheduling Work and ActivitiesOrganizing, Planning, and Prioritizing WorkPerforming General Physical ActivitiesHandling and Moving ObjectsControlling Machines and ProcessesOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersRepairing and Maintaining Mechanical EquipmentDrafting, Laying Out, and Specifying Technical Devices, Parts, and EquipmentInterpreting the Meaning of Information for OthersCommunicating with Supervisors, Peers, or SubordinatesCommunicating with People Outside the OrganizationEstablishing and Maintaining Interpersonal RelationshipsAssisting and Caring for OthersSelling or Influencing OthersResolving Conflicts and Negotiating with OthersPerforming for or Working Directly with the PublicCoordinating the Work and Activities of OthersDeveloping and Building TeamsTraining and Teaching OthersGuiding, Directing, and Motivating SubordinatesCoaching and Developing OthersProviding Consultation and Advice to OthersPerforming Administrative ActivitiesStaffing Organizational UnitsMonitoring and Controlling ResourcesDocumenting/Recording InformationJudging the Qualities of Objects, Services, or PeopleRepairing and Maintaining Electronic Equipment

Clinical and Counseling Psychologists
Medium40.09%
Assess, diagnose, and treat mental and emotional disorders of individuals through observation, interview, and psychological tests. Help individuals with distress or maladjustment understand their problems through their knowledge of case history, interviews with patients, and theory. Provide individual or group counseling services to assist individuals in achieving more effective personal, social, educational, and vocational development and adjustment. May design behavior modification programs and consult with medical personnel regarding the best treatment for patients.
Marriage and Family Therapists
Medium42.56%
Diagnose and treat mental and emotional disorders, whether cognitive, affective, or behavioral, within the context of marriage and family systems. Apply psychotherapeutic and family systems theories and techniques in the delivery of services to individuals, couples, and families for the purpose of treating such diagnosed nervous and mental disorders.
Mental Health Counselors
Medium33.62%
Counsel and advise individuals and groups to promote optimum mental and emotional health, with an emphasis on prevention. May help individuals deal with a broad range of mental health issues, such as those associated with addictions and substance abuse; family, parenting, and marital problems; stress management; self-esteem; or aging.
Rehabilitation Counselors
Medium39.06%
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.
Child, Family, and School Social Workers
Low32.79%
Provide social services and assistance to improve the social and psychological functioning of children and their families and to maximize the family well-being and the academic functioning of children. May assist parents, arrange adoptions, and find foster homes for abandoned or abused children. In schools, they address such problems as teenage pregnancy, misbehavior, and truancy. May also advise teachers.
Healthcare Social Workers
Medium36.16%
Provide individuals, families, and groups with the psychosocial support needed to cope with chronic, acute, or terminal illnesses. Services include advising family caregivers. Provide patients with information and counseling, and make referrals for other services. May also provide case and care management or interventions designed to promote health, prevent disease, and address barriers to access to healthcare.
Mental Health and Substance Abuse Social Workers
Medium37.73%
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.
Health Education Specialists
Medium44.56%
Provide and manage health education programs that help individuals, families, and their communities maximize and maintain healthy lifestyles. Use data to identify community needs prior to planning, implementing, monitoring, and evaluating programs designed to encourage healthy lifestyles, policies, and environments. May link health systems, health providers, insurers, and patients to address individual and population health needs. May serve as resource to assist individuals, other health professionals, or the community, and may administer fiscal resources for health education programs.
Social and Human Service Assistants
Medium50.51%
Assist other social and human service providers in providing client services in a wide variety of fields, such as psychology, rehabilitation, or social work, including support for families. May assist clients in identifying and obtaining available benefits and social and community services. May assist social workers with developing, organizing, and conducting programs to prevent and resolve problems relevant to substance abuse, human relationships, rehabilitation, or dependent care.
Community Health Workers
Medium39.58%
Promote health within a community by assisting individuals to adopt healthy behaviors. Serve as an advocate for the health needs of individuals by assisting community residents in effectively communicating with healthcare providers or social service agencies. Act as liaison or advocate and implement programs that promote, maintain, and improve individual and overall community health. May deliver health-related preventive services such as blood pressure, glaucoma, and hearing screenings. May collect data to help identify community health needs.
Occupational Therapists
Medium41.83%
Assess, plan, and organize rehabilitative programs that help build or restore vocational, homemaking, and daily living skills, as well as general independence, to persons with disabilities or developmental delays. Use therapeutic techniques, adapt the individual's environment, teach skills, and modify specific tasks that present barriers to the individual.
Recreational Therapists
Low31.26%
Plan, direct, or coordinate medically-approved recreation programs for patients in hospitals, nursing homes, or other institutions. Activities include sports, trips, dramatics, social activities, and crafts. May assess a patient condition and recommend appropriate recreational activity.
Advanced Practice Psychiatric Nurses
Medium38.93%
Assess, diagnose, and treat individuals and families with mental health or substance use disorders or the potential for such disorders. Apply therapeutic activities, including the prescription of medication, per state regulations, and the administration of psychotherapy.
Emergency Medicine Physicians
Medium39.71%
Make immediate medical decisions and act to prevent death or further disability. Provide immediate recognition, evaluation, care, stabilization, and disposition of patients. May direct emergency medical staff in an emergency department.
Psychiatrists
Medium38.90%
Diagnose, treat, and help prevent mental disorders.
Psychiatric Technicians
Low21.57%
Care for individuals with mental or emotional conditions or disabilities, following the instructions of physicians or other health practitioners. Monitor patients' physical and emotional well-being and report to medical staff. May participate in rehabilitation and treatment programs, help with personal hygiene, and administer oral or injectable medications.
Psychiatric Aides
Low20.31%
Assist mentally impaired or emotionally disturbed patients, working under direction of nursing and medical staff. May assist with daily living activities, lead patients in educational and recreational activities, or accompany patients to and from examinations and treatments. May restrain violent patients. Includes psychiatric orderlies.
Occupational Therapy Assistants
Low32.46%
Assist occupational therapists in providing occupational therapy treatments and procedures. May, in accordance with state laws, assist in development of treatment plans, carry out routine functions, direct activity programs, and document the progress of treatments. Generally requires formal training.
Occupational Therapy Aides
Low32.90%
Under close supervision of an occupational therapist or occupational therapy assistant, perform only delegated, selected, or routine tasks in specific situations. These duties include preparing patient and treatment room.
Physical Therapist Aides
Low24.73%
Under close supervision of a physical therapist or physical therapy assistant, perform only delegated, selected, or routine tasks in specific situations. These duties include preparing the patient and the treatment area.
Probation Officers and Correctional Treatment Specialists
Medium37.54%
Provide social services to assist in rehabilitation of law offenders in custody or on probation or parole. Make recommendations for actions involving formulation of rehabilitation plan and treatment of offender, including conditional release and education and employment stipulations.

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