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Automation Risk Analysis

Will “Laboratory Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Laboratory Technician” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Laboratory Technician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biological Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist biological and medical scientists. Set up, operate, and maintain laboratory instruments and equipment, monitor experiments, collect data and samples, make observations, and calculate and record results. May analyze organic substances, such as blood, food, and drugs.

Avg. Annual Salary $58,020
Avg. Hourly Wage $27.89
Available Jobs (US) 76,190
Job Title & Hierarchy Code (SOC) Biological Technicians #19-4021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Biological Technicians”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

  • Provide technical support and services for scientists and engineers working in fields such as agriculture, environmental science, resource management, biology, and health sciences.

  • Input data into databases.

  • Feed livestock or laboratory animals.

  • Conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.

  • Use computers, computer-interfaced equipment, robotics or high-technology industrial applications to perform work duties.

  • Measure or weigh compounds and solutions for use in testing or animal feed.

  • Place orders for laboratory equipment and supplies.

  • Conduct research, or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.

  • Examine animals and specimens to detect the presence of disease or other problems.

  • Set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.

  • Isolate, identify and prepare specimens for examination.

  • Participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.

  • Clean, maintain and prepare supplies and work areas.

  • Analyze experimental data and interpret results to write reports and summaries of findings.

  • Keep detailed logs of all work-related activities.

  • Monitor and observe experiments, recording production and test data for evaluation by research personnel.

  • Monitor laboratory work to ensure compliance with set standards.

Technologies & Software

  • Claude (Anthropic)
  • ESRI ArcGIS software
  • SAS
  • Microsoft Office software
  • Gene Codes Sequencher
  • Microsoft Access
  • Thomson EndNote
  • Systat Software TableCurve
  • Grok (xAI)
  • Gene Runner
  • Harvard Graphics
  • Perplexity AI
  • BD Biosciences CellQuest
  • Microsoft PowerPoint
  • MapInfo MapMarker
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Phrap
  • Microsoft Outlook
  • NotebookLM (Google)
  • Microsoft Project
  • Semantic Scholar AI
  • Graphics software
  • Corel WordPerfect Office Suite
  • BoxShade
  • Qwen (Alibaba)
  • Mistral (Mistral AI)
  • Statistical software
  • PolyBayes
  • Microsoft Excel
  • IBM Lotus 1-2-3
  • Scite AI
  • Phred
  • Microsoft .NET Framework
  • Primer3
  • Mistral AI (chat/models)
  • DeepSeek
  • Database software
  • Adobe Photoshop
  • Llama (Meta)
  • ClustalW
  • Adobe Acrobat
  • Microsoft Word
  • Consensus
  • Word processing software
  • Geographic information system GIS software
  • Elicit
  • Systat Software SigmaPlot
  • Laboratory information management system LIMS
  • Gemini for Workspace
  • ChatGPT (OpenAI)
  • Gemini (Google)
  • Ultrasonic cleaners
  • Conductivity meters
  • Titration burets
  • Amino acid analyzers
  • Radioactive counters
  • Ultraviolet water purification systems
  • Flow cytometers
  • Biological containment hoods
  • Agitators
  • Hematology cell counters
  • Deoxyribonucleic acid DNA sequencers
  • Cytofluorographs
  • Laser printers
  • Waterbaths
  • Distillation equipment
  • Vacuum dehydration units
  • Liquid handling robots
  • Homogenizers
  • Protein sequencers
  • Notebook computers
  • Centrifuges
  • Autoclaves
  • Fluorometers
  • Dissection microscopes
  • Balances
  • Stirring hotplates
  • Robotic laboratory equipment
  • Petri dishes
  • Deoxyribonucleic acid DNA synthesizers
  • Fluoride electrodes
  • Light/tissue culture microscopes
  • Automated tissue/slide stainers
  • Hybridization ovens
  • Automated cell counters
  • Anaerobic growth chambers
  • Bioanalyzers
  • Glass washers
  • Multichannel pipetters
  • Polymerase chain reaction PCR thermocyclers
  • Sterilizers
  • Automated microplate ELISA readers
  • Analytical balances
  • Gel chromatography equipment
  • Coulter counters
  • Liquid nitrogen freezers
  • Inoculating loops
  • Automatic pipetters
  • Polymerase chain reaction PCR equipment
  • Ultralow freezers
  • Water jacketed incubators
  • Gel imaging apparatus
  • Electrophorators
  • Inverted microscopes
  • Ultramicrotomes
  • Personal computers
  • Imaging systems
  • Refrigerated centrifuges
  • Full-face respirators
  • Volumetric glassware
  • Microcentrifuges
  • Inherit sequencing analysis systems
  • Microplate washers
  • Microplate readers
  • Incubator microscopes
  • pH meters
  • Electrophoresis boxes
  • Drying ovens
  • Laboratory ovens
  • Test tubes
  • Microplate shakers
  • Paraffin embedding consoles
  • Aerobic growth chambers
  • Gas chromatographs GC
  • Incubators
  • Spectrophotometers
  • High-voltage electrophoresis apparatus
  • Ultracentrifuges

Alternative Job Titles