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Automation Risk Analysis

Will “Range Officer” be Automated?

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AI Exposure Risk

49%

“Range Officer” 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 Officer” 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 grazing patterns to determine number and kind of livestock that can be most profitably grazed and to determine the best grazing seasons.

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

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

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

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

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

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

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

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

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

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

  • 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.

Technologies & Software

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