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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

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

  • 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.

  • Place orders for laboratory equipment and supplies.

  • Input data into databases.

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

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

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

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Keep detailed logs of all work-related activities.

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

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

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

  • Clean, maintain and prepare supplies and work areas.

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

  • Isolate, identify and prepare specimens for examination.

  • Feed livestock or laboratory animals.

Technologies & Software

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

Alternative Job Titles