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Automation Risk Analysis

Will “Research and Development Associate (R & D Associate)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Research and Development Associate (R & D Associate)” 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%

“Research and Development Associate (R & D Associate)” 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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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.

  • 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.

  • Clean, maintain and prepare supplies and work areas.

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Place orders for laboratory equipment and supplies.

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

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

  • 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.

  • Keep detailed logs of all work-related activities.

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

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

  • Isolate, identify and prepare specimens for examination.

  • Input data into databases.

Technologies & Software

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

Alternative Job Titles