🤖 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 “Plant Breeder Scientist” 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%

“Plant Breeder Scientist” 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%

“Plant Breeder Scientist” 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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