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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

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

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

  • 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.

  • Keep detailed logs of all work-related activities.

  • Place orders for laboratory equipment and supplies.

  • Feed livestock or laboratory animals.

  • Monitor laboratory work to ensure compliance with set standards.

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

  • Isolate, identify and prepare specimens for examination.

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

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

  • Clean, maintain and prepare supplies and work areas.

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

  • Input data into databases.

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

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

Technologies & Software

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

Alternative Job Titles