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Automation Risk Analysis

Will “Conservation Technician” be Automated?

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AI Exposure Risk

42%

“Conservation 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%

“Conservation 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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Map forest tract data using digital mapping systems.

  • Develop and maintain computer databases.

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

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

  • Monitor activities of logging companies and contractors.

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

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

Technologies & Software

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