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Automation Risk Analysis

Will “Natural Resource Officer” be Automated?

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AI Exposure Risk

49%

“Natural Resource Officer” 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 Officer” 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.

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

Technologies & Software

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