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Automation Risk Analysis

Will “Cancer Genetic Counselor” be Automated?

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AI Exposure Risk

52%

“Cancer Genetic Counselor” 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

18%

“Cancer Genetic Counselor” 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 18% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Genetic Counselors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assess individual or family risk for a variety of inherited conditions, such as genetic disorders and birth defects. Provide information to other healthcare providers or to individuals and families concerned with the risk of inherited conditions. Advise individuals and families to support informed decisionmaking and coping methods for those at risk. May help conduct research related to genetic conditions or genetic counseling.

Avg. Annual Salary $102,890
Avg. Hourly Wage $49.47
Available Jobs (US) 3,510
Job Title & Hierarchy Code (SOC) Genetic Counselors #29-9092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Genetic Counselors”

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Core Skills & Abilities

  • Interpret laboratory results and communicate findings to patients or physicians.

  • Interview patients or review medical records to obtain comprehensive patient or family medical histories, and document findings.

  • Identify funding sources and write grant proposals for eligible programs or services.

  • Design and conduct genetics training programs for physicians, graduate students, other health professions or the general community.

  • Determine or coordinate treatment plans by requesting laboratory services, reviewing genetics or counseling literature, and considering histories or diagnostic data.

  • Refer patients to specialists or community resources.

  • Analyze genetic information to identify patients or families at risk for specific disorders or syndromes.

  • Provide patients with information about the inheritance of conditions such as cardiovascular disease, Alzheimer's disease, diabetes, and various forms of cancer.

  • Collect for, or share with, research projects patient data on specific genetic disorders or syndromes.

  • Write detailed consultation reports to provide information on complex genetic concepts to patients or referring physicians.

  • Provide genetic counseling in specified areas of clinical genetics, such as obstetrics, pediatrics, oncology and neurology.

  • Assess patients' psychological or emotional needs, such as those relating to stress, fear of test results, financial issues, and marital conflicts to make referral recommendations or assist patients in managing test outcomes.

  • Discuss testing options and the associated risks, benefits and limitations with patients and families to assist them in making informed decisions.

  • Explain diagnostic procedures such as chorionic villus sampling (CVS), ultrasound, fetal blood sampling, and amniocentesis.

  • Evaluate or make recommendations for standards of care or clinical operations, ensuring compliance with applicable regulations, ethics, legislation, or policies.

  • Prepare or provide genetics-related educational materials to patients or medical personnel.

  • Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics.

  • Engage in research activities related to the field of medical genetics or genetic counseling.

  • Provide counseling to patient and family members by providing information, education, or reassurance.

Technologies & Software

  • Benetech PRA
  • Microsoft Office software
  • Word processing software
  • PedHunter
  • PediDraw
  • Amboss AI
  • Perplexity AI
  • Medgen PED
  • Web browser software
  • CyrillicSoftware Cyrillic
  • Nabla Copilot
  • BRCAPRO
  • ChatGPT (OpenAI)
  • SynDiag
  • DeepSeek
  • Microsoft Outlook
  • Gemini (Google)
  • Wageningen MapChart
  • Pedigree drawing and management software
  • Gemini for Workspace
  • Breast Cancer Risk Assessment Tool
  • Microsoft Access
  • Abridge
  • Microsoft PowerPoint
  • Jurek Software Pedigree-Draw
  • Qwen (Alibaba)
  • Microsoft Word
  • Nova (Amazon)
  • Glass AI
  • Ftree
  • Prognosis Innovation Healthcare ChartAccess
  • Progeny Software Progeny Clinical
  • Claude (Anthropic)
  • Database software
  • Grok (xAI)
  • Nuance DAX (Microsoft)
  • FileMaker Pro
  • Microsoft Excel
  • Mistral (Mistral AI)
  • Epic AI
  • Llama (Meta)
  • Kimi (Moonshot AI)
  • CancerGene
  • Automated deoxyribonucleic acid DNA sequencers
  • Personal computers
  • Ultracentrifuges
  • Table top centrifuges
  • Benchtop ultracentrifuges
  • Differential interference microscopes
  • High speed centrifuges
  • Gel documentation systems
  • Cryostats
  • Phosphor imagers
  • Fluorescent microscopes
  • Microplate readers