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Automation Risk Analysis

Will “Medical Science Liaison” be Automated?

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AI Exposure Risk

52%

“Medical Science Liaison” 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%

“Medical Science Liaison” 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

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

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

  • 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.

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

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

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

  • Refer patients to specialists or community resources.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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