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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

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

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

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

  • 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.

  • 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.

  • Place orders for laboratory equipment and supplies.

  • Monitor laboratory work to ensure compliance with set standards.

  • Clean, maintain and prepare supplies and work areas.

  • Isolate, identify and prepare specimens for examination.

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

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

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

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

  • Keep detailed logs of all work-related activities.

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

Technologies & Software

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

Alternative Job Titles