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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

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Feed livestock or laboratory animals.

  • Place orders for laboratory equipment and supplies.

  • 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.

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

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

  • 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.

  • 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.

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

  • Keep detailed logs of all work-related activities.

  • Input data into databases.

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

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

  • Clean, maintain and prepare supplies and work areas.

Technologies & Software

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

Alternative Job Titles