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Automation Risk Analysis

Will “Natural Resource Specialist” be Automated?

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AI Exposure Risk

49%

“Natural 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%

“Natural 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

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

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

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

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

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

  • 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.

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

  • 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 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.

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

  • Plan and implement revegetation of disturbed sites.

  • 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.

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

Technologies & Software

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