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Automation Risk Analysis

Will “Environmental Protection Forester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #43 of 702. Estimated risk: 0.8%

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AI Exposure Risk

47%

“Environmental Protection Forester” 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 47% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Environmental Protection Forester” 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 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Foresters, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manage public and private forested lands for economic, recreational, and conservation purposes. May inventory the type, amount, and location of standing timber, appraise the timber's worth, negotiate the purchase, and draw up contracts for procurement. May determine how to conserve wildlife habitats, creek beds, water quality, and soil stability, and how best to comply with environmental regulations. May devise plans for planting and growing new trees, monitor trees for healthy growth, and determine optimal harvesting schedules.

Avg. Annual Salary $74,670
Avg. Hourly Wage $35.90
Available Jobs (US) 9,650
Job Title & Hierarchy Code (SOC) Foresters #19-1032
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Foresters”

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Core Skills & Abilities

  • Perform inspections of forests or forest nurseries.

  • Procure timber from private landowners.

  • Map forest area soils and vegetation to estimate the amount of standing timber and future value and growth.

  • Negotiate terms and conditions of agreements and contracts for forest harvesting, forest management and leasing of forest lands.

  • Supervise activities of other forestry workers.

  • Contact local forest owners and gain permission to take inventory of the type, amount, and location of all standing timber on the property.

  • Subcontract with loggers or pulpwood cutters for tree removal and to aid in road layout.

  • Plan cutting programs and manage timber sales from harvested areas, assisting companies to achieve production goals.

  • Analyze effect of forest conditions on tree growth rates and tree species prevalence and the yield, duration, seed production, growth viability, and germination of different species.

  • Develop new techniques for wood or residue use.

  • Monitor forest-cleared lands to ensure that they are reclaimed to their most suitable end use.

  • Conduct public educational programs on forest care and conservation.

  • Develop techniques for measuring and identifying trees.

  • Establish short- and long-term plans for management of forest lands and forest resources.

  • Choose and prepare sites for new trees, using controlled burning, bulldozers, or herbicides to clear weeds, brush, and logging debris.

  • Plan and implement projects for conservation of wildlife habitats and soil and water quality.

  • Plan and direct construction and maintenance of recreation facilities, fire towers, trails, roads and bridges, ensuring that they comply with guidelines and regulations set for forested public lands.

  • Study different tree species' classification, life history, light and soil requirements, adaptation to new environmental conditions and resistance to disease and insects.

  • Monitor contract compliance and results of forestry activities to assure adherence to government regulations.

  • Plan and supervise forestry projects, such as determining the type, number and placement of trees to be planted, managing tree nurseries, thinning forest and monitoring growth of new seedlings.

  • Determine methods of cutting and removing timber with minimum waste and environmental damage.

  • Provide advice and recommendations, as a consultant on forestry issues, to private woodlot owners, firefighters, government agencies or to companies.

  • Direct, and participate in, forest fire suppression.

  • Plan and direct forest surveys and related studies and prepare reports and recommendations.

  • Monitor wildlife populations and assess the impacts of forest operations on population and habitats.

Technologies & Software

  • Forest vegetation simulators
  • Consensus
  • Geographic information system GIS systems
  • Geographic information system GIS software
  • Fountains Forestry TwoDog
  • Microsoft Office software
  • Work scheduling software
  • Claude (Anthropic)
  • NotebookLM (Google)
  • Microsoft PowerPoint
  • Mapping software
  • IBM Notes
  • Microsoft Access
  • Microsoft Word
  • Global positioning system GPS software
  • Microsoft Excel
  • Gemini for Workspace
  • Microsoft Outlook
  • ESRI ArcView
  • ESRI ArcGIS software
  • Trimble CENGEA
  • Mistral AI (chat/models)
  • Elicit
  • SMART service management and route tracking software
  • Semantic Scholar AI
  • Microsoft Active Server Pages ASP
  • Forest Metrix
  • Web browser software
  • Perplexity AI
  • Forest yield software
  • Scite AI
  • Digital clinometers
  • Computer data input scanners
  • Stump grinders
  • Laptop computers
  • Hip chains
  • Backpack sprayers
  • All-terrain vehicles ATV
  • Power loppers
  • Weed sprayers
  • Forestry axes
  • Four wheel drive 4WD vehicles
  • Multipurpose front end loaders
  • Tablet computers
  • Global positioning system GPS devices
  • Brush chippers
  • Personal computers
  • Hand pruners
  • Steel measuring tapes
  • Bucket trucks
  • Tree scale sticks
  • Pole pruners
  • Computer laser printers
  • Power pruners
  • Hand saws
  • Chainsaws
  • Multipurpose skid steer loaders
  • Handheld dataloggers
  • Navigational compasses