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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.

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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