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Automation Risk Analysis

Will “Biological Science Technician (Biological Science Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #86 of 702. Estimated risk: 2.1%

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AI Exposure Risk

57%

“Biological Science Technician (Biological Science Tech)” 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

42%

“Biological Science Technician (Biological Science Tech)” 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 42% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Soil and Plant Scientists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct research in breeding, physiology, production, yield, and management of crops and agricultural plants or trees, shrubs, and nursery stock, their growth in soils, and control of pests; or study the chemical, physical, biological, and mineralogical composition of soils as they relate to plant or crop growth. May classify and map soils and investigate effects of alternative practices on soil and crop productivity.

Avg. Annual Salary $83,040
Avg. Hourly Wage $39.92
Available Jobs (US) 16,600
Job Title & Hierarchy Code (SOC) Soil and Plant Scientists #19-1013
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Soil and Plant Scientists”

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Core Skills & Abilities

  • Research technical requirements or environmental impacts of urban green spaces, such as green roof installations.

  • Provide advice regarding the development of regulatory standards for land reclamation or soil conservation.

  • Study insect distribution or habitat and recommend methods to prevent importation or spread of injurious species.

  • Develop ways of altering soils to suit different types of plants.

  • Conduct experiments to develop new or improved varieties of field crops, focusing on characteristics such as yield, quality, disease resistance, nutritional value, or adaptation to specific soils or climates.

  • Conduct experiments to investigate the underlying mechanisms of plant growth and response to the environment.

  • Develop environmentally safe methods or products for controlling or eliminating weeds, crop diseases, or pests.

  • Conduct research to determine best methods of planting, spraying, cultivating, harvesting, storing, processing, or transporting horticultural products.

  • Develop methods of conserving or managing soil that can be applied by farmers or forestry companies.

  • Conduct experiments investigating how soil forms, changes, or interacts with land-based ecosystems or living organisms.

  • Develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect pests.

  • Survey undisturbed or disturbed lands for classification, inventory, mapping, environmental impact assessments, environmental protection planning, conservation planning, or reclamation planning.

  • Perform chemical analyses of the microorganism content of soils to determine microbial reactions or chemical mineralogical relationships to plant growth.

  • Study ways to improve agricultural sustainability, such as the use of new methods of composting.

  • Plan or supervise waste management programs for composting or farming.

  • Investigate soil problems or poor water quality to determine sources and effects.

  • Study soil characteristics to classify soils on the basis of factors such as geographic location, landscape position, or soil properties.

  • Identify or classify species of insects or allied forms, such as mites or spiders.

  • Communicate research or project results to other professionals or the public or teach related courses, seminars, or workshops.

  • Conduct research into the use of plant species as green fuels or in the production of green fuels.

  • Develop improved measurement techniques, soil conservation methods, soil sampling devices, or related technology.

  • Investigate responses of soils to specific management practices to determine the use capabilities of soils and the effects of alternative practices on soil productivity.

  • Identify degraded or contaminated soils and develop plans to improve their chemical, biological, or physical characteristics.

  • Plan or supervise land conservation or reclamation programs for industrial development projects.

  • Conduct experiments regarding causes of bee diseases or factors affecting yields of nectar or pollen.

  • Provide information or recommendations to farmers or other landowners regarding ways in which they can best use land, promote plant growth, or avoid or correct problems such as erosion.

  • Consult with engineers or other technical personnel working on construction projects about the effects of soil problems and possible solutions to these problems.

Technologies & Software

  • GAEA Technologies WinSieve
  • Microsoft Word
  • Qwen (Alibaba)
  • Elicit
  • ChatGPT (OpenAI)
  • ESRI ArcGIS software
  • Microsoft Office software
  • SAS
  • Microsoft Excel
  • Kimi (Moonshot AI)
  • STATISTICA
  • Geographic information system GIS systems
  • Erosion Productivity Impact Calculator EPIC
  • Geographic information system GIS software
  • UNSATFLOW
  • Consensus
  • PedonCE
  • Gemini (Google)
  • Gemini for Workspace
  • GEOEAS
  • IBM SPSS Statistics
  • Scite AI
  • SPAW
  • R
  • Gstat
  • National Resources Conservation Service NRCS PEDON Description Program PDP
  • Variogram Estimation and Spatial Prediction plus Error Vesper
  • SoilVision Systems SVOFFICE
  • Nova (Amazon)
  • Word processing software
  • 3dMapper
  • Llama (Meta)
  • National Resources Conservation Service NRCS Soils Explorer
  • Microsoft Access
  • SGeMS
  • Semantic Scholar AI
  • Perplexity AI
  • Autodesk AutoCAD
  • GSLIB
  • Microsoft PowerPoint
  • Leica Geosystems ERDAS IMAGINE
  • Mistral AI (chat/models)
  • Water Erosion Prediction Project WEPP
  • European Soil Erosion Model EUROSEM
  • Microsoft Active Server Pages ASP
  • Claude (Anthropic)
  • DeepSeek
  • LandSerf
  • PC-Progress HYDRUS
  • Soil information databases
  • National Soil Information System NASIS
  • NotebookLM (Google)
  • Mistral (Mistral AI)
  • Grok (xAI)
  • Hot water shaking baths
  • Laboratory growth chambers
  • Laboratory grinders
  • Personal digital assistants PDA
  • Erlenmeyer flasks
  • pH indicators
  • Colorimeters
  • Precision balances
  • Digital cameras
  • Porometers
  • Conductivity meters
  • Glass beakers
  • Global positioning system GPS receivers
  • Gel documentation systems
  • Infrared cameras
  • Thermocouples
  • Circulating water baths
  • Graduated glass cylinders
  • Dataloggers
  • Flame photometers
  • Fluorimeters
  • Synthetic aperture radar SAR
  • Soil moisture neutron probes
  • Psychrometers
  • Polymerase chain reaction PCR equipment
  • Laboratory muffle furnaces
  • Laser particle sizers
  • Atomic absorption AA spectrometers
  • Laboratory mixers
  • Laptop computers
  • Laminar flow hoods
  • Heat flux plates
  • Autosamplers
  • Desktop computers
  • Lysimeters
  • Laboratory test tubes
  • Soil augers
  • Gel dryers
  • Gel electrophoresis systems
  • Organic carbon analyzers
  • Calibrated soil scoops
  • Glass flasks
  • Reciprocating shaker water baths
  • Hand augers
  • Infrared gas analyzers
  • Gamma ray spectrometers
  • Inductively coupled plasma atomic emission spectrometers ICP-AES
  • X ray fluorescence XRF spectrometers
  • Spectrophotometers
  • Laboratory drying ovens
  • Epifluorescence microscopes
  • Polarizing microscopes
  • Ground penetrating radar GPR
  • Microtiter plate readers
  • Refrigerated microfuges
  • Personal computers
  • Digital pH meters
  • Osmometers
  • Soil analysis hydrometers
  • Luminometers
  • Cell tissue culture incubators
  • Laboratory sieves
  • Canopy analyzers
  • Tensiometers
  • High speed centrifuges
  • Sample containers
  • Mass spectrometers
  • Light detection and ranging LIDAR systems
  • Soil thermometers
  • Ion chromatographs
  • Electron microscopes