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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.

  • Keep detailed logs of all work-related activities.

  • 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.

  • 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.

  • 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.

  • Place orders for laboratory equipment and supplies.

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

  • Clean, maintain and prepare supplies and work areas.

  • Input data into databases.

  • 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.

  • Feed livestock or laboratory animals.

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

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

Technologies & Software

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

Alternative Job Titles