🤖 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 “Hybrid Corn 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%

“Hybrid Corn 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%

“Hybrid Corn 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.

  • 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.

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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