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Automation Risk Analysis

Will “Wildlife Refuge Manager” be Automated?

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AI Exposure Risk

49%

“Wildlife Refuge Manager” 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%

“Wildlife Refuge Manager” 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.

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

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

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

  • 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.

  • Plan and implement revegetation of disturbed sites.

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

  • 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.

  • 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.

  • 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.

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