🤖 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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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