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Automation Risk Analysis

Will “Resource Specialist” be Automated?

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AI Exposure Risk

49%

“Resource Specialist” 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%

“Resource Specialist” 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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

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

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

Technologies & Software

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