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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

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

  • Write grant applications to fund epidemiologic research.

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

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

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

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

  • Write articles for publication in professional journals.

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

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

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

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

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

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

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

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

  • Supervise professional, technical, and clerical personnel.

Technologies & Software

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