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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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AI Risk 61%
Robot Risk 23%

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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

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

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

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

  • Develop and maintain computer databases.

  • 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.

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

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

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

  • 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.

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

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

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

  • 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.

  • Monitor activities of logging companies and contractors.

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

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

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

Technologies & Software

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

Alternative Job Titles