🤖 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 “Arboriculturist” 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%

“Arboriculturist” 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%

“Arboriculturist” 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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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