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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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AI Risk 61%
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AI Risk 61%
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Core Skills & Abilities

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

  • Map forest tract data using digital mapping systems.

  • 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.

  • Monitor activities of logging companies and contractors.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles