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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

  • Clean, maintain and prepare supplies and work areas.

  • Feed livestock or laboratory animals.

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

  • Keep detailed logs of all work-related activities.

  • 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.

  • Place orders for laboratory equipment and supplies.

  • Isolate, identify and prepare specimens for examination.

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

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

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

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

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

  • 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.

  • Input data into databases.

  • Monitor laboratory work to ensure compliance with set standards.

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

Technologies & Software

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

Alternative Job Titles