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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

  • 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.

  • Keep detailed logs of all work-related activities.

  • Isolate, identify and prepare specimens for examination.

  • Feed livestock or laboratory animals.

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

  • Monitor laboratory work to ensure compliance with set standards.

  • 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.

  • Clean, maintain and prepare supplies and work areas.

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

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

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

  • Place orders for laboratory equipment and supplies.

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

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

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

  • Input data into databases.

Technologies & Software

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

Alternative Job Titles