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Automation Risk Analysis

Will “Downstream 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%

“Downstream 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%

“Downstream 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

  • 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.

  • Input data into databases.

  • Clean, maintain and prepare supplies and work areas.

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

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

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

  • Place orders for laboratory equipment and supplies.

  • Monitor laboratory work to ensure compliance with set standards.

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

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

  • Keep detailed logs of all work-related activities.

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

  • Isolate, identify and prepare specimens for examination.

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

  • 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.

Technologies & Software

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

Alternative Job Titles