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Automation Risk Analysis

Will “Case Manager” be Automated?

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AI Exposure Risk

54%

“Case Manager” will maybe 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

19%

“Case Manager” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 19% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Clinical and Counseling Psychologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $106,850
Avg. Hourly Wage $51.37
Available Jobs (US) 72,190
Job Title & Hierarchy Code (SOC) Clinical and Counseling Psychologists #19-3033
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Clinical and Counseling Psychologists”

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Core Skills & Abilities

  • Maintain current knowledge of relevant research.

  • Write reports on clients and maintain required paperwork.

  • Refer clients to other specialists, institutions, or support services as necessary.

  • Develop therapeutic and treatment plans based on clients' interests, abilities, or needs.

  • Observe individuals at play, in group interactions, or in other contexts to detect indications of cognitive, intellectual, or developmental disabilities.

  • Conduct research to develop or improve diagnostic or therapeutic counseling techniques.

  • Interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, or vocational development and adjustment.

  • Select, administer, score, and interpret psychological tests to obtain information on individuals' intelligence, achievements, interests, or personalities.

  • Consult reference material, such as textbooks, manuals, or journals, to identify symptoms, make diagnoses, or develop approaches to treatment.

  • Plan, supervise, and conduct psychological research and write papers describing research results.

  • Obtain and study medical, psychological, social, and family histories by interviewing individuals, couples, or families and by reviewing records.

  • Use a variety of treatment methods, such as psychotherapy, hypnosis, behavior modification, stress reduction therapy, psychodrama, or play therapy.

  • Evaluate the effectiveness of counseling or treatments and the accuracy and completeness of diagnoses, modifying plans or diagnoses as necessary.

  • Direct, coordinate, and evaluate activities of staff and interns engaged in patient assessment and treatment.

  • Provide consulting services, including educational programs, outreach programs, or prevention talks to schools, social service agencies, businesses, or the general public.

  • Provide occupational, educational, or other information to individuals so that they can make educational or vocational plans.

  • Supervise and train interns, clinicians in training, and other counselors.

  • Identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, or reference materials.

  • Develop and implement individual treatment plans, specifying type, frequency, intensity, and duration of therapy.

  • Advise clients on how they could be helped by counseling.

  • Provide psychological or administrative services and advice to private firms or community agencies regarding mental health programs or individual cases.

  • Develop, direct, and participate in training programs for staff and students.

  • Consult with or provide consultation to other doctors, therapists, or clinicians regarding patient care.

  • Plan and develop accredited psychological service programs in psychiatric centers or hospitals, in collaboration with psychiatrists and other professional staff.

  • Conduct assessments of patients' risk for harm to self or others.

  • Counsel individuals, groups, or families to help them understand problems, deal with crisis situations, define goals, and develop realistic action plans.

  • Document patient information including session notes, progress notes, recommendations, and treatment plans.

  • Consult with other professionals, agencies, or universities to discuss therapies, treatments, counseling resources or techniques, and to share occupational information.

  • Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.

  • Prepare written evaluations of individuals' psychological competence for court hearings.

Technologies & Software

  • ChatGPT (OpenAI)
  • Noldus Information Technology The Observer XT
  • TheraManager
  • Elicit
  • Health Care Software HCS INTERACTANT
  • Psyquel
  • Microsoft Word
  • Mdansby The PsychReport
  • MS*Health Software/CMHC
  • DeepSeek
  • Healthcare common procedure coding system HCPCS
  • BRB Software HorizonMIS
  • B Sharp Technologies B Care
  • Comprehensive Affect Testing System CATS
  • Microsoft Excel
  • Neuro Innovations Therapist's Toolkit
  • Qwen (Alibaba)
  • Microsoft Teams
  • Claude (Anthropic)
  • Polaris Health Directions Polaris-MH
  • JTL Enterprises MedIntake
  • DocuTrac QuicDoc
  • Mistral (Mistral AI)
  • Perplexity AI
  • Semantic Scholar AI
  • Kimi (Moonshot AI)
  • Sigmund Software Sigmund Enterprise Management
  • Testing software
  • Microsoft Outlook
  • Microsoft Office software
  • Practice Management Technologies Visual Private Office
  • NotebookLM (Google)
  • eClinicalWorks EHR software
  • Anasazi Software Client Data System
  • Google Meet
  • Web browser software
  • Trinity Software Solutions BEACON
  • Spreadsheet software
  • Fagerman Technologies MedLook
  • Zoom
  • Core Solutions Care Enterprise
  • MedEZ behavioral healthcare and substance abuse software
  • Blueberry Harbor Software Clinical Record Keeper
  • Google Sheets
  • My Clients Plus
  • MICA Information Systems MICA-MED Practice Manager
  • UNI/CARE Pro-Filer
  • SpectraSoft AppointmentsPRO
  • Athena Software Penelope Case Management
  • Clinivate Clinitrak
  • Gemini for Workspace
  • Office Management Systems Mental Health Office All-in-One
  • Statistical software
  • Serenic Navigator CommunityCare
  • Scite AI
  • PsyTech Solutions Epitomax
  • PsychAssistant
  • PsychNotesEMR
  • ICANotes
  • Google Docs
  • Consensus
  • Llama (Meta)
  • O*NET OnLine
  • Neurobehavioral Systems Presentation
  • Grok (xAI)
  • Microsoft PowerPoint
  • Addison Health Systems WritePad EHR
  • MPMsoft billing
  • Mistral AI (chat/models)
  • Thriveworks TherapyBuddy
  • Medicine Rules PowerSEAT 360
  • Bluewater Management Systems BMCASE
  • Gemini (Google)
  • BlackHawk Canyon Publishers PracticianWorks
  • Nova (Amazon)
  • Medical Outcome Systems eMINI Software Suite
  • Universal serial bus USB flash drives
  • Tablet computers
  • Personal computers
  • Desktop computers
  • Biofeedback equipment
  • Laptop computers