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Automation Risk Analysis

Will “Forestry Aid Technician” be Automated?

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AI Exposure Risk

42%

“Forestry Aid 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 Aid 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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Environmental Economists

AI Risk 61%
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AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

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

  • Develop and maintain computer databases.

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

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

  • 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.

  • 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.

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

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

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

  • Monitor activities of logging companies and contractors.

  • 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.

  • 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.

  • 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.

  • Map forest tract data using digital mapping systems.

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

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

Technologies & Software

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

Alternative Job Titles