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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

  • Input data into databases.

  • 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.

  • Keep detailed logs of all work-related activities.

  • 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.

  • Feed livestock or laboratory animals.

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

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

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

  • Monitor laboratory work to ensure compliance with set standards.

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

  • Place orders for laboratory equipment and supplies.

  • Isolate, identify and prepare specimens for examination.

  • Clean, maintain and prepare supplies and work areas.

  • 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.

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

Technologies & Software

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

Alternative Job Titles