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Automation Risk Analysis

Will “Medical Microbiologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #56 of 702. Estimated risk: 1.2%

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AI Exposure Risk

55%

“Medical Microbiologist” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

48%

“Medical Microbiologist” 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 48% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Microbiologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Investigate the growth, structure, development, and other characteristics of microscopic organisms, such as bacteria, algae, or fungi. Includes medical microbiologists who study the relationship between organisms and disease or the effects of antibiotics on microorganisms.

Avg. Annual Salary $95,200
Avg. Hourly Wage $45.77
Available Jobs (US) 19,760
Job Title & Hierarchy Code (SOC) Microbiologists #19-1022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Microbiologists”

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Core Skills & Abilities

  • Conduct chemical analyses of substances such as acids, alcohols, and enzymes.

  • Investigate the relationship between organisms and disease, including the control of epidemics and the effects of antibiotics on microorganisms.

  • Study growth, structure, development, and general characteristics of bacteria and other microorganisms to understand their relationship to human, plant, and animal health.

  • Observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter.

  • Monitor and perform tests on water, food, and the environment to detect harmful microorganisms or to obtain information about sources of pollution, contamination, or infection.

  • Research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers.

  • Study the structure and function of human, animal, and plant tissues, cells, pathogens, and toxins.

  • Provide laboratory services for health departments, community environmental health programs, and physicians needing information for diagnosis and treatment.

  • Develop new products and procedures for sterilization, food and pharmaceutical supply preservation, or microbial contamination detection.

  • Prepare technical reports and recommendations, based upon research outcomes.

  • Examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens.

  • Supervise biological technologists and technicians and other scientists.

  • Use a variety of specialized equipment, such as electron microscopes, gas and high-pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence-activated cell sorters, and phosphorimagers.

  • Isolate and maintain cultures of bacteria or other microorganisms in prescribed or developed media, controlling moisture, aeration, temperature, and nutrition.

Technologies & Software

  • Word processing software
  • Computing Solutions LabSoft LIMS Micro
  • Microsoft Access
  • Microsoft Office software
  • Proscan
  • WHONET
  • Codon Usage Database
  • FramePlot
  • Protein Explorer
  • Mistral AI (chat/models)
  • PredictProtein
  • Computer Service & Support CLS-2000 Laboratory System
  • NotebookLM (Google)
  • Assistant Software for Antimicrobial Susceptibility Interpretation ASASI
  • Statistical software
  • PHYLIP
  • FindTarget
  • Gene recognition software
  • Qwen (Alibaba)
  • Grok (xAI)
  • Verity Software House ModFit LT
  • Nova (Amazon)
  • Microsoft Excel
  • Llama (Meta)
  • ComBase
  • TreeView
  • SAP software
  • Pathogen Modeling Program PMP
  • Email software
  • NetLims AutoLims
  • ChatGPT (OpenAI)
  • Protein databases
  • Perplexity AI
  • PIBWin
  • ProtScale
  • Mistral (Mistral AI)
  • Microsoft Outlook
  • Scite AI
  • BtB Software Mycobacteriology Lab
  • Microsoft Windows
  • Orchard Software Orchard Harvest LIS
  • Basic Local Alignment Search Tool BLAST
  • Image capture and analysis software
  • BD Biosciences CellQuest
  • Consensus
  • Kimi (Moonshot AI)
  • DM2 Bills of Lading
  • Web browser software
  • Claude (Anthropic)
  • Microsoft Word
  • Database management software
  • Microsoft PowerPoint
  • Semantic Scholar AI
  • Gemini (Google)
  • Elicit
  • DeepSeek
  • STARLIMS
  • Gene Finder
  • Laboratory information management system LIMS
  • Genie Interactive
  • Bruker Optics OPUS
  • Gemini for Workspace
  • BD Biosciences CloneCyt
  • Laboratory vacuum pumps
  • Oil-immersion microscope lenses
  • pH meters
  • Magnetic laboratory stirrers
  • X ray diffractometers
  • Automated microbial identification systems
  • Micro balances
  • Autoclaves
  • High-speed centrifuges
  • Automatic coverslipper
  • Bioaerosol impactors
  • Dropping pipettes
  • Graduated glass laboratory cylinders
  • Liquid impingers
  • Automatic pipetters
  • Impedance meters
  • Bright field light microscopes
  • Laser printers
  • Precision pan balances
  • Heat blocks
  • High pressure liquid chromatographs HPLC
  • Laboratory heat exchange condensing devices
  • Culture tubes
  • Liquid nitrogen storage equipment
  • 8-channel electronic pipettes
  • Flow cytometers
  • Electroporators
  • Fluorescent microscopes
  • Visible/UV light scanning spectrophotometers
  • Pipette pumps
  • Hardy Diagnostics HUGO
  • Dissecting microscopes
  • Peristaltic pumps
  • Biological safety hoods
  • Enzyme-linked immunosorbent assay ELISA plate readers
  • Ultracentrifuges
  • Staining dishes
  • Prepared agar plates
  • Argon lasers
  • Personal computers
  • Analytical balances
  • Refrigerated benchtop centrifuges
  • Safety glasses
  • Charge coupled device CCD color digital cameras
  • Micromanipulators
  • Multistage agar impactors
  • Floor shakers
  • Fecal coliform water baths
  • Laboratory refrigerators
  • Fire extinguishers
  • Serology rotators
  • Orbital shaking incubators
  • Phase contrast microscopes
  • Laboratory beakers
  • Erlenmeyer flask clamps
  • Conductivity meters
  • Vortex mixers
  • Raman spectrometers
  • Microscope slides
  • Water sample collection containers
  • Inverted microscopes
  • Ultraviolet UV lamps
  • Culture bottles
  • Multiwell trays
  • Desktop centrifuges
  • Scanning electron microscopes SEM
  • Alcohol lamps
  • Freeze dryers
  • Hybridization ovens
  • Eyewash fountains
  • Coplin jars
  • Colony counters
  • Micropipettes
  • Bacteriological incubators
  • Automated gram stainers
  • Sectioned petri plates
  • Multiplate readers
  • Fluorescence activated cell sorters
  • Refrigerated recirculating water baths
  • Laboratory test tubes
  • Gel electrophoresis boxes
  • Steroclaves
  • Gel support frames
  • Infrared IR spectrometers
  • Laboratory gas burners
  • Water purification systems
  • Dichotomous particulate matter samplers
  • Electronic toploading balances
  • Photomicroscopes
  • Semidry blotting apparatus
  • Transmission electron microscopes TEM
  • Liquid chromatograph devices
  • Anaerobic growth chambers
  • Infrared gas analyzers
  • Petri dishes
  • Sonicators
  • Bacticinerators
  • Recording thermometers
  • Drying ovens
  • Desktop computers
  • Helium-neon lasers
  • Gel documentation systems
  • Mass spectrometers
  • Bubble counters
  • Rotator mixers
  • Visible spectrometers
  • Deoxyribonucleic acid DNA sequencers
  • Ultra cold biological freezers
  • French presses
  • Dissolved oxygen meters
  • Direct heat dry wall carbon dioxide CO2 incubators
  • Tissue homogenizers
  • Mid-infrared spectrometers
  • Deionized DI water systems
  • Chemical safety showers
  • Protective laboratory coats
  • Gas chromatographs GC
  • Membrane filtration systems
  • Rechargeable electronic pipette fillers
  • Laboratory membrane filtering devices
  • Dry bath incubators
  • Osmometers
  • Protective gloves
  • Gas-powered generators
  • Thermocyclers
  • Laboratory glassware washers
  • Microcentrifuges
  • Microcalorimeters
  • Transilluminators
  • Darkroom developing tanks
  • Respirators
  • Erlenmeyer flasks
  • Shaking incubators
  • Notebook computers
  • Safety shoes
  • Laminar flow cabinets
  • Compound binocular light microscopes
  • Electronic sterilizers
  • Test tube racks
  • Gel transfer apparatus
  • Bioreactors
  • Fourier transform infrared FTIR spectrometers
  • Orbital shaking water baths
  • HEPA filtered biosafety cabinets
  • Laboratory funnels
  • Automatic cell sorters
  • Heating stirplates
  • Inoculating loops