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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%
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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.

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

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

  • 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.

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

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

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

  • Map forest tract data using digital mapping systems.

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

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

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

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

  • 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.

  • Monitor activities of logging companies and contractors.

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

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

  • Develop and maintain computer databases.

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

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

Technologies & Software

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

Alternative Job Titles