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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

  • 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.

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

  • 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.

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

  • Plan and implement revegetation of disturbed sites.

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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