🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Cotton Breeder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #86 of 702. Estimated risk: 2.1%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

57%

“Cotton Breeder” 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%

“Cotton Breeder” 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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