🤖 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 “Crop Nutrition 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%

“Crop Nutrition 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%

“Crop Nutrition 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 to investigate the underlying mechanisms of plant growth and response to the environment.

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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