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Automation Risk Analysis

Will “Forestry Aide Technician” be Automated?

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AI Exposure Risk

42%

“Forestry Aide 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%

“Forestry Aide 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

  • Monitor activities of logging companies and contractors.

  • 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.

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

  • Develop and maintain computer databases.

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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles