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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

  • Monitor activities of logging companies and contractors.

  • Develop and maintain computer databases.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Map forest tract data using digital mapping systems.

Technologies & Software

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

Alternative Job Titles