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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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Core Skills & Abilities

  • 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.

  • Isolate, identify and prepare specimens for examination.

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

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

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

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

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

  • Feed livestock or laboratory animals.

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

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

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Clean, maintain and prepare supplies and work areas.

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

  • Place orders for laboratory equipment and supplies.

  • Keep detailed logs of all work-related activities.

  • Input data into databases.

Technologies & Software

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

Alternative Job Titles