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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

  • Monitor laboratory work to ensure compliance with set standards.

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

  • Place orders for laboratory equipment and supplies.

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

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

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

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

  • 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.

  • 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.

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

  • Clean, maintain and prepare supplies and work areas.

  • Keep detailed logs of all work-related activities.

  • Feed livestock or laboratory animals.

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

  • Input data into databases.

  • Isolate, identify and prepare specimens for examination.

Technologies & Software

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

Alternative Job Titles