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Automation Risk Analysis

Will “Wildlife Conservationist” be Automated?

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AI Exposure Risk

49%

“Wildlife Conservationist” 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 Conservationist” 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

  • 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.

  • 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.

  • Plan and implement revegetation of disturbed sites.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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