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Automation Risk Analysis

Will “Silviculturist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #43 of 702. Estimated risk: 0.8%

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AI Exposure Risk

47%

“Silviculturist” 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%

“Silviculturist” 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

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

  • Perform inspections of forests or forest nurseries.

  • Supervise activities of other forestry workers.

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

  • Direct, and participate in, forest fire suppression.

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

  • Procure timber from private landowners.

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

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

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

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

  • 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.

  • Develop techniques for measuring and identifying trees.

  • 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.

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

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

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

  • Conduct public educational programs on forest care and conservation.

  • 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.

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

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

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

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

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

Technologies & Software

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