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Automation Risk Analysis

Will “Culture Media 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%

“Culture Media 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%

“Culture Media 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

  • Keep detailed logs of all work-related activities.

  • Clean, maintain and prepare supplies and work areas.

  • Place orders for laboratory equipment and supplies.

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

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

  • 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.

  • Isolate, identify and prepare specimens for examination.

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

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

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

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Input data into databases.

  • 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.

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

Technologies & Software

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

Alternative Job Titles