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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

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

  • 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.

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

  • 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.

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

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

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

  • Refer patients to specialists or community resources.

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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