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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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Core Skills & Abilities

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

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

  • 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.

  • 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.

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

  • Develop and maintain computer databases.

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

  • 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.

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

  • Map forest tract data using digital mapping systems.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles