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Automation Risk Analysis

Will “Natural Resources Technician” be Automated?

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AI Exposure Risk

42%

“Natural Resources Technician” 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Natural Resources Technician” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Forest and Conservation Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide technical assistance regarding the conservation of soil, water, forests, or related natural resources. May compile data pertaining to size, content, condition, and other characteristics of forest tracts under the direction of foresters, or train and lead forest workers in forest propagation and fire prevention and suppression. May assist conservation scientists in managing, improving, and protecting rangelands and wildlife habitats.

Avg. Annual Salary $56,660
Avg. Hourly Wage $27.24
Available Jobs (US) 31,080
Job Title & Hierarchy Code (SOC) Forest and Conservation Technicians #19-4071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Forest and Conservation Technicians”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

  • Provide forestry education and general information, advice, and recommendations to woodlot owners, community organizations, and the general public.

  • Issue fire permits, timber permits, and other forest use licenses.

  • Inspect trees and collect samples of plants, seeds, foliage, bark, and roots to locate insect and disease damage.

  • Provide technical support to forestry research programs in areas such as tree improvement, seed orchard operations, insect and disease surveys, or experimental forestry and forest engineering research.

  • Patrol park or forest areas to protect resources and prevent damage.

  • Survey, measure, and map access roads and forest areas such as burns, cut-over areas, experimental plots, and timber sales sections.

  • Conduct laboratory or field experiments with plants, animals, insects, diseases, and soils.

  • Manage forest protection activities, including fire control, fire crew training, and coordination of fire detection and public education programs.

  • Plan and supervise construction of access routes and forest roads.

  • Provide information about, and enforce, regulations, such as those concerning environmental protection, resource utilization, fire safety, and accident prevention.

  • Develop and maintain computer databases.

  • Monitor activities of logging companies and contractors.

  • Measure distances, clean sightlines, and record data to help survey crews.

  • Thin and space trees and control weeds and undergrowth, using manual tools and chemicals, or supervise workers performing these tasks.

  • Map forest tract data using digital mapping systems.

  • Supervise forest nursery operations, timber harvesting, land use activities such as livestock grazing, and disease or insect control programs.

  • Train and lead forest and conservation workers in seasonal activities, such as planting tree seedlings, putting out forest fires, and maintaining recreational facilities.

  • Keep records of the amount and condition of logs taken to mills.

  • Perform reforestation or forest renewal, including nursery and silviculture operations, site preparation, seeding and tree planting programs, cone collection, and tree improvement.

  • Select and mark trees for thinning or logging, drawing detailed plans that include access roads.

Technologies & Software

  • Elicit
  • Scite AI
  • Spreadsheet software
  • ESRI ArcGIS software
  • Database software
  • Perplexity AI
  • Microsoft PowerPoint
  • ESRI ArcView
  • JRP Consulting Plant Wizard
  • Microsoft Office software
  • RockWare ArcMap
  • Semantic Scholar AI
  • Ben Meadows Yeoman Expedition
  • NotebookLM (Google)
  • Remote sensing software
  • Word processing software
  • Autodesk AutoCAD LT
  • Computer graphics software
  • Leica Geosystems ERDAS IMAGINE
  • Desktop publishing software
  • Computer aided design CAD software
  • Traverse PC
  • Haglof Sweden AB TCruise Forest Inventory
  • Fire behavior modeling software
  • Microsoft Word
  • Gemini for Workspace
  • Consensus
  • Microsoft Excel
  • Corel Presentation
  • LoggerPC software
  • Claude (Anthropic)
  • Forest EcoSurvey
  • USDA Forest Vegetation Simulator FVS
  • Microsoft Access
  • Photogrammetric software
  • PhoenixPRO Forest Activity Tracking
  • Web browser software
  • JRP Consulting Survey Wizard
  • Facebook
  • Atterbury Consultants SuperAce
  • Assisi Inventory
  • Microsoft Active Server Pages ASP
  • Allegro Landmark
  • Assisi Forest
  • HARVEST
  • Geographic information system GIS systems
  • Assisi Compiler
  • Mistral AI (chat/models)
  • Microsoft Outlook
  • Geomechanical design analysis GDA software
  • LJI Technologies Lumberjack
  • Slurry buckets
  • Trawls
  • Fertilizer spreaders
  • Brush trucks
  • Metal detectors
  • Moisture meters
  • pH meters
  • Bulldozers
  • Digital cameras
  • Basal area factor BAF prisms
  • Aerial bucket trucks
  • Loggers' tapes
  • Electronic rain gauges ERR
  • Seed drills
  • Theodolites
  • Water trucks
  • Handheld refractometers
  • All terrain vehicles ATV
  • Tensiometers
  • Trucks
  • Soil moisture meters
  • Laser rangefinders
  • Measuring wheels
  • Personal computers
  • Hypsometers
  • Water samplers
  • Remote video cameras
  • Truck-mounted water pumps
  • Trail motorbikes
  • Fire plows
  • Gunjets for pressurized sprayers
  • Tree corers
  • Remote sensing equipment
  • Magnetic locators
  • Diameter tapes
  • Video editing equipment
  • Soil augers
  • Pickup trucks
  • Grass whips
  • Clearing hooks
  • Increment borers
  • Chain saws
  • Aquatic weed harvesters
  • Boats
  • Pruning saws
  • Global positioning system GPS receivers
  • Excavators
  • Truck cranes
  • Altimeters
  • Water monitoring samplers
  • Relaskops
  • Macroalgae harvesters
  • Laser tree measuring devices
  • Amphibious excavators
  • Winch trucks
  • Wedges
  • Front end loaders
  • Hydraulic truck-mounted cranes
  • Plug spades
  • Rubber-tired bulldozers
  • Lawn mowers
  • Watermark soil moisture data collectors
  • Water level recorders
  • Axes
  • Hydraulic dredges
  • Crown densitometers
  • Pocket transits
  • Seines
  • Winches
  • Forklifts
  • Stream flow gauges
  • Wheeler pentaprism calipers
  • Girdling tools
  • Gill nets
  • Shovels
  • Terrain torches
  • Wildland fire pumper trucks
  • Field personal computers PC
  • Sprayers
  • Electroshocking boats
  • Track bulldozers
  • Total stations
  • Planimeters
  • Field data recorders
  • Dibblers
  • Global positioning system GPS data collectors
  • Airboats
  • Brush hooks
  • McLeod tools
  • Planters
  • Leaf area meter scanning instruments
  • Soil probes
  • Farm tractors
  • Dump trucks
  • Tree planter spades
  • Laser surveying equipment
  • Pulaski tools
  • Survey levels
  • Forestry rain gauges
  • Stadia rods
  • Tugboats
  • Desktop computers
  • Snowplows
  • Prisms
  • Notebook computers
  • Water monitoring meters
  • Two way radios
  • Harrows
  • Backhoes
  • Frame nets
  • Geological compasses
  • Survey transits
  • Calipers
  • Clinometers
  • Mantax computer tree calipers

Alternative Job Titles