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Automation Risk Analysis

Will “Biological Aide” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Biological 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%

“Biological 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

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

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

  • Feed livestock or laboratory animals.

  • 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.

  • Isolate, identify and prepare specimens for examination.

  • Monitor laboratory work to ensure compliance with set standards.

  • Keep detailed logs of all work-related activities.

  • Clean, maintain and prepare supplies and work areas.

  • Input data into databases.

  • 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.

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

  • 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.

  • 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.

  • Place orders for laboratory equipment and supplies.

Technologies & Software

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

Alternative Job Titles