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Automation Risk Analysis

Will “Biology Specimen Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Biology Specimen 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%

“Biology Specimen 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

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

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

  • Clean, maintain and prepare supplies and work areas.

  • Monitor laboratory work to ensure compliance with set standards.

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

  • Input data into databases.

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

  • Isolate, identify and prepare specimens for examination.

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

  • Keep detailed logs of all work-related activities.

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

  • Feed livestock or laboratory animals.

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

  • Place orders for laboratory equipment and supplies.

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

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

Technologies & Software

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

Alternative Job Titles