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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

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

  • 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.

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

  • Plan and implement revegetation of disturbed sites.

  • 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.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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