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Automation Risk Analysis

Will “Biologist Aide” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Biologist 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%

“Biologist 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

  • 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.

  • 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.

  • Clean, maintain and prepare supplies and work areas.

  • 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.

  • 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.

  • Monitor laboratory work to ensure compliance with set standards.

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

  • Isolate, identify and prepare specimens for examination.

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

  • Feed livestock or laboratory 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.

  • Input data into databases.

  • Keep detailed logs of all work-related activities.

Technologies & Software

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

Alternative Job Titles