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Automation Risk Analysis

Will “Bacteriology Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Bacteriology 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%

“Bacteriology 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

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

  • Clean, maintain and prepare supplies and work areas.

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

  • Input data into databases.

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

  • Monitor laboratory work to ensure compliance with set standards.

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

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

  • Place orders for laboratory equipment and supplies.

  • 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.

  • Keep detailed logs of all work-related activities.

  • Feed livestock or laboratory animals.

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

  • Isolate, identify and prepare specimens for examination.

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

  • 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.

Technologies & Software

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

Alternative Job Titles