🤖 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.

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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