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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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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.

  • Feed livestock or laboratory animals.

  • Clean, maintain and prepare supplies and work areas.

  • Keep detailed logs of all work-related activities.

  • Monitor laboratory work to ensure compliance with set standards.

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

  • 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.

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

  • 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.

  • Isolate, identify and prepare specimens for examination.

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

  • 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.

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

  • Input data into databases.

Technologies & Software

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

Alternative Job Titles