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Automation Risk Analysis

Will “Natural Resources Specialist” be Automated?

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AI Exposure Risk

49%

“Natural Resources 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 Resources 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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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