🤖 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 “Plant Research Geneticist” 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%

“Plant Research Geneticist” 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%

“Plant Research Geneticist” 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

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

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

  • 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.

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

  • Develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect 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 methods of conserving or managing soil that can be applied by farmers or forestry companies.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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