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Automation Risk Analysis

Will “Forest Technician” be Automated?

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AI Exposure Risk

42%

“Forest 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%

“Forest 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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Core Skills & Abilities

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

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

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

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

  • Develop and maintain computer databases.

  • 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.

  • Monitor activities of logging companies and contractors.

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

  • 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.

  • Map forest tract data using digital mapping systems.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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