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Automation Risk Analysis

Will “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%

“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%

“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.

  • Monitor laboratory work to ensure compliance with set standards.

  • 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.

  • Clean, maintain and prepare supplies and work areas.

  • 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.

  • Input data into databases.

  • Isolate, identify and prepare specimens for examination.

  • 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.

  • 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.

  • Place orders for laboratory equipment and supplies.

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

  • Feed livestock or laboratory animals.

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

  • Keep detailed logs of all work-related activities.

Technologies & Software

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

Alternative Job Titles