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Automation Risk Analysis

Will “Aquatics Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Aquatics Technician” 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%

“Aquatics Technician” 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

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

  • 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.

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

  • Input data into databases.

  • Keep detailed logs of all work-related activities.

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

  • Place orders for laboratory equipment and supplies.

  • Isolate, identify and prepare specimens for examination.

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

  • 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.

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

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

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

  • Clean, maintain and prepare supplies and work areas.

  • Feed livestock or laboratory animals.

Technologies & Software

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

Alternative Job Titles