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Automation Risk Analysis

Will “Range Scientist” be Automated?

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AI Exposure Risk

49%

“Range Scientist” will probably not 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 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“Range Scientist” 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 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Range Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research or study range land management practices to provide sustained production of forage, livestock, and wildlife.

Job Title & Hierarchy Code (SOC) Range Managers #19-1031.02
ℹ️

Data is based on the reference occupation: “Range Managers”

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Core Skills & Abilities

  • Study forage plants and their growth requirements to determine varieties best suited to particular range.

  • Maintain soil stability and vegetation for non-grazing uses, such as wildlife habitats and outdoor recreation.

  • Plan and implement revegetation of disturbed sites.

  • Regulate grazing, such as by issuing permits and checking for compliance with standards, and help ranchers plan and organize grazing systems to manage, improve, protect, and maximize the use of rangelands.

  • Coordinate with federal land managers and other agencies and organizations to manage and protect rangelands.

  • Develop methods for protecting range from fire and rodent damage and for controlling poisonous plants.

  • Measure and assess vegetation resources for biological assessment companies, environmental impact statements, and rangeland monitoring programs.

  • Mediate agreements among rangeland users and preservationists as to appropriate land use and management.

  • Develop new and improved instruments and techniques for activities, such as range reseeding.

  • Study rangeland management practices and research range problems to provide sustained production of forage, livestock, and wildlife.

  • Study grazing patterns to determine number and kind of livestock that can be most profitably grazed and to determine the best grazing seasons.

  • Offer advice to rangeland users on water management, forage production methods, and control of brush.

  • Tailor conservation plans to landowners' goals, such as livestock support, wildlife, or recreation.

  • Develop technical standards and specifications used to manage, protect, and improve the natural resources of range lands and related grazing lands.

  • Plan and direct construction and maintenance of range improvements, such as fencing, corrals, stock-watering reservoirs, and soil-erosion control structures.

  • Manage forage resources through fire, herbicide use, or revegetation to maintain a sustainable yield from the land.

Technologies & Software

  • National Resources Conservation Service Web Soil Survey WSS
  • Microsoft Windows
  • Data mining software
  • Claude (Anthropic)
  • Microsoft Word
  • National Resources Conservation Service Ecological Site Information System ESIS
  • Microsoft Access
  • FEAT/Firemon integrated FFI
  • Word processing software
  • Microsoft Great Plains Personal Data Keeper
  • BehavePlus
  • Python
  • Perl
  • Fuel Characteristic Classification System FCCS
  • ESSA TechnologiesTool for Exploratory Landscape Scenario Analyses TELSA
  • Facebook
  • University of Arizona RangeView
  • National Resources Conservation Service Grazing Spatial Analysis Tool
  • R
  • SAS
  • Oracle Java
  • Parbat
  • Consensus
  • USDA Database for Inventory, Monitoring and Assessment (DIMA)
  • USDA SamplePoint
  • United Nations Food and Agriculture Organization Livestock and Environment Toolbox LEAD
  • The Nature Conservancy Weed Information Management System WIMS
  • UNIX
  • Mistral AI (chat/models)
  • Microsoft Excel
  • FlamMap
  • Automated Geospatial Watershed Assessment AGWA
  • Microsoft Office software
  • GNU Image Manipulation Program GIMP
  • ESSA Technologies Path Landscape Model
  • Elicit
  • NotebookLM (Google)
  • Aquatic Plant Information Retrieval System APIRS
  • Geographic information system GIS systems
  • ESRI ArcGIS software
  • USDA Comet
  • Clark Labs IDRISI Selva
  • Gemini for Workspace
  • Semantic Scholar AI
  • Viper Tools
  • Microsoft Active Server Pages ASP
  • Fire Spread Probability FSPro
  • Perplexity AI
  • Linux
  • The MathWorks MATLAB
  • Geographic resources analysis support system GRASS
  • USDA NRCS Soil Data Viewer
  • Leica Geosystems ERDAS IMAGINE
  • FARSITE
  • USDA NRCS VegSpec
  • Microsoft PowerPoint
  • CorridorDesigner
  • Satellite image databases
  • RSAC Riparian Mapping Tool
  • Global positioning system GPS software
  • Adobe Photoshop
  • ESRI software
  • Scite AI
  • Personal computers
  • Strain gauges
  • Single-ring infiltrometers
  • Soil sampling scoops
  • Gram scales
  • Global positioning system GPS devices
  • Tablet computers
  • Impact penetrometers
  • Laptop computers
  • Desktop computers
  • Double-ring infiltrometers
  • Hand sieves
  • Quadrat frames
  • Robel poles
  • Plant canopy analyzers
  • Compact digital cameras
  • Laser plumb bobs
  • Stereoscopes
  • Portable dataloggers
  • Measuring tapes