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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

  • 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.

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

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

  • 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.

  • Keep detailed logs of all work-related activities.

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Input data into databases.

  • Isolate, identify and prepare specimens for examination.

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

  • 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.

  • Place orders for laboratory equipment and supplies.

  • 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.

Technologies & Software

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

Alternative Job Titles