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Automation Risk Analysis

Will “Dairy Technologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Dairy Technologist” 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%

“Dairy Technologist” 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

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

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

  • Isolate, identify and prepare specimens for examination.

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

  • Place orders for laboratory equipment and supplies.

  • Keep detailed logs of all work-related activities.

  • 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.

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

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

  • Input data into databases.

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

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

  • Clean, maintain and prepare supplies and work areas.

  • Feed livestock or laboratory animals.

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

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

Technologies & Software

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

Alternative Job Titles