🤖 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 “Horticulture Specialist” 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%

“Horticulture Specialist” 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%

“Horticulture Specialist” 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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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