🤖 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 “Soil Expert” 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%

“Soil Expert” 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%

“Soil Expert” 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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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