🤖 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 “Field Agronomist” 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%

“Field Agronomist” 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%

“Field Agronomist” 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 regarding causes of bee diseases or factors affecting yields of nectar or pollen.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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