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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

  • 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.

  • Isolate, identify and prepare specimens for examination.

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

  • Keep detailed logs of all work-related activities.

  • Monitor laboratory work to ensure compliance with set standards.

  • 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.

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

  • 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.

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

  • Place orders for laboratory equipment and supplies.

  • Input data into databases.

  • Clean, maintain and prepare supplies and work areas.

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

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

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

Technologies & Software

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

Alternative Job Titles