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Automation Risk Analysis

Will “Bilingual Clinician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #62 of 702. Estimated risk: 1.4%

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

43%

“Bilingual Clinician” 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

16%

“Bilingual Clinician” 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 16% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

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

Avg. Annual Salary $72,720
Avg. Hourly Wage $34.96
Available Jobs (US) 65,870
Job Title & Hierarchy Code (SOC) Marriage and Family Therapists #21-1013
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Marriage and Family Therapists”

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Core Skills & Abilities

  • Confer with other counselors, doctors, and professionals to analyze individual cases and to coordinate counseling services.

  • Supervise other counselors, social service staff, and assistants.

  • Ask questions that will help clients identify their feelings and behaviors.

  • Write evaluations of parents and children for use by courts deciding divorce and custody cases, testifying in court if necessary.

  • Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues.

  • Provide instructions to clients on how to obtain help with legal, financial, and other personal issues.

  • Determine whether clients should be counseled or referred to other specialists in such fields as medicine, psychiatry, or legal aid.

  • Follow up on results of counseling programs and clients' adjustments to determine effectiveness of programs.

  • Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.

  • Collect information about clients, using techniques such as testing, interviewing, discussion, or observation.

  • Gather information from doctors, schools, social workers, juvenile counselors, law enforcement personnel, and others to make recommendations to courts for resolution of child custody or visitation disputes.

  • Confer with clients to develop plans for posttreatment activities.

  • Counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, or financial difficulties.

  • Maintain case files that include activities, progress notes, evaluations, and recommendations.

  • Provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods.

Technologies & Software

  • Mdansby The PsychReport
  • DocuTrac QuicDoc
  • American Medical Billing Software PMA
  • Microsoft Outlook
  • Microsoft Teams
  • Blueberry Harbor Software Clinical Record Keeper
  • Casamba Smart
  • Microsoft Access
  • PM/2 Clinical Planner
  • Microsoft Excel
  • Microsoft Word
  • Cornucopia Software Practice MAGIC
  • Beaver Creek Software The THERAPIST
  • EZ2Bill Confidant
  • Advantage Software Psych Advantage
  • Web browser software
  • Hypertext preprocessor PHP
  • Gemini for Workspace
  • Google Meet
  • eMDs Medisoft
  • Zoom
  • Microsoft Office software
  • Anasazi Software Client Data System
  • Intuit QuickBooks
  • EZClaim medical billing software
  • Synergistic Office Solutions SOS Case Manager
  • TheraManager
  • SumTime Software SumTime
  • PracticePRO Software Systems QuickPractice
  • Microsoft PowerPoint
  • ChatGPT (OpenAI)
  • Woebot (AI Mental Health)
  • Netsmart Technologies Helper
  • Limbic AI
  • Saner Software ShrinkRapt
  • Microsoft Copilot
  • Care Paths eRecord
  • Desktop computers
  • Personal computers
  • Hand puppets
  • Personal digital assistants PDA
  • Videoconferencing equipment
  • Multi-line telephone systems
  • Toy block sets
  • Computer laser printers
  • Doll houses
  • Photocopying equipment
  • Laptop computers
  • Dolls