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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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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