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Automation Risk Analysis

Will “Babcock Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Babcock Tester” 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%

“Babcock Tester” 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

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

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

  • Clean, maintain and prepare supplies and work areas.

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

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

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

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

  • Place orders for laboratory equipment and supplies.

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

  • Input data into databases.

  • Keep detailed logs of all work-related activities.

  • 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.

  • Isolate, identify and prepare specimens for examination.

  • Monitor laboratory work to ensure compliance with set standards.

  • Feed livestock or laboratory animals.

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

Technologies & Software

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

Alternative Job Titles