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Automation Risk Analysis

Will “Feed Research Aide” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Feed Research Aide” 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%

“Feed Research Aide” 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

  • Input data into databases.

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

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

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

  • Keep detailed logs of all work-related activities.

  • 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.

  • Place orders for laboratory equipment and supplies.

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

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

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

  • Clean, maintain and prepare supplies and work areas.

  • 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.

  • Isolate, identify and prepare specimens for examination.

  • Feed livestock or laboratory animals.

  • Monitor laboratory work to ensure compliance with set standards.

Technologies & Software

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

Alternative Job Titles