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Automation Risk Analysis

Will “Rangeland Technician” be Automated?

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AI Exposure Risk

49%

“Rangeland Technician” 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%

“Rangeland Technician” 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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Plan and implement revegetation of disturbed sites.

Technologies & Software

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