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Automation Risk Analysis

Will “Upstream Biomanufacturing Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Upstream Biomanufacturing 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%

“Upstream Biomanufacturing 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

  • 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.

  • Clean, maintain and prepare supplies and work areas.

  • Place orders for laboratory equipment and supplies.

  • 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.

  • 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.

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Input data into databases.

  • Feed livestock or laboratory animals.

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

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

  • 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.

  • Keep detailed logs of all work-related activities.

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

Technologies & Software

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

Alternative Job Titles