🤖 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 “Apiculturist” 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%

“Apiculturist” 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%

“Apiculturist” 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

  • 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.

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

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

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

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

  • 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.

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

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

  • 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 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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