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Automation Risk Analysis

Will “Botany Laboratory Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Botany Laboratory Assistant” 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%

“Botany Laboratory Assistant” 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

  • Place orders for laboratory equipment and supplies.

  • Clean, maintain and prepare supplies and work areas.

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

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

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

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

  • Keep detailed logs of all work-related activities.

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

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Isolate, identify and prepare specimens for examination.

  • 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.

  • Feed livestock or laboratory animals.

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

  • Set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.

  • Input data into databases.

Technologies & Software

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

Alternative Job Titles