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Automation Risk Analysis

Will “Specimen Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Specimen 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%

“Specimen 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

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

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

  • Keep detailed logs of all work-related activities.

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

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

  • Isolate, identify and prepare specimens for examination.

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

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

  • Input data into databases.

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

  • 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.

  • 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.

  • Feed livestock or laboratory animals.

  • Place orders for laboratory equipment and supplies.

  • Clean, maintain and prepare supplies and work areas.

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

Technologies & Software

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

Alternative Job Titles