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Automation Risk Analysis

Will “Clinical Lab Scientist (Clinical Laboratory Scientist)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #206 of 702. Estimated risk: 20.0%

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AI Exposure Risk

59%

“Clinical Lab Scientist (Clinical Laboratory Scientist)” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

23%

“Clinical Lab Scientist (Clinical Laboratory Scientist)” 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 23% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Epidemiologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Investigate and describe the determinants and distribution of disease, disability, or health outcomes. May develop the means for prevention and control.

Avg. Annual Salary $94,160
Avg. Hourly Wage $45.27
Available Jobs (US) 11,460
Job Title & Hierarchy Code (SOC) Epidemiologists #19-1041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Epidemiologists”

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Core Skills & Abilities

  • Write articles for publication in professional journals.

  • Consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.

  • Oversee public health programs, including statistical analysis, health care planning, surveillance systems, and public health improvement.

  • Educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention.

  • Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.

  • Write grant applications to fund epidemiologic research.

  • Investigate diseases or parasites to determine cause and risk factors, progress, life cycle, or mode of transmission.

  • Plan, administer and evaluate health safety standards and programs to improve public health, conferring with health department, industry personnel, physicians, and others.

  • Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.

  • Prepare and analyze samples to study effects of drugs, gases, pesticides, or microorganisms on cell structure and tissue.

  • Monitor and report incidents of infectious diseases to local and state health agencies.

  • Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.

  • Supervise professional, technical, and clerical personnel.

  • Identify and analyze public health issues related to foodborne parasitic diseases and their impact on public policies, scientific studies, or surveys.

  • Communicate research findings on various types of diseases to health practitioners, policy makers, and the public.

  • Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings.

Technologies & Software

  • Elicit
  • Microsoft Outlook
  • EpiData Analysis
  • Web browser software
  • Circle Systems Stat/Transfer
  • Consensus
  • TerraSeer ClusterSeer
  • R
  • Data visualization software
  • Gemini for Workspace
  • Grok (xAI)
  • Signal detection software
  • Mistral (Mistral AI)
  • HiroSoft EPICURE
  • Claude (Anthropic)
  • Centers for Disease Control and Prevention Epi Info
  • ChatGPT (OpenAI)
  • Gemini (Google)
  • Meta-analysis with interactive explanations MIX
  • Llama (Meta)
  • Cytel Egret
  • Expert Health Data Programming Vitalnet
  • ESRI ArcGIS software
  • Esri ArcGIS
  • DeepSeek
  • Qwen (Alibaba)
  • Word processing software
  • RTI International SUDAAN
  • Nova (Amazon)
  • Scite AI
  • Perplexity AI
  • SAS
  • Microsoft PowerPoint
  • Statistical software
  • National Institute for Occupational Safety and Health NIOSH Life Table Analysis System
  • Mistral AI (chat/models)
  • Disease Mapping and Analysis Program DMAP
  • Kimi (Moonshot AI)
  • Structured query language SQL
  • Geographic information system GIS software
  • Facebook
  • Data mining software
  • Microsoft Excel
  • Microsoft Word
  • Python
  • ESRI ArcView
  • Centers for Disease Control and Prevention CDC WONDER
  • StataCorp Stata
  • Database software
  • World Health Organization HealthMapper
  • Tableau
  • IBM SPSS Statistics
  • ESRI ArcInfo
  • GeoDa
  • Epicenter Software Epilog
  • Microsoft Office software
  • Semantic Scholar AI
  • NotebookLM (Google)
  • SaTScan
  • Microsoft Access
  • Pan American Health Organization SIGEpi
  • Statistical processing software
  • Desktop computers
  • Personal computers
  • Laptop computers