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Automation Risk Analysis

Will “Conservation Agent” be Automated?

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AI Exposure Risk

42%

“Conservation Agent” 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 Agent” 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

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

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

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

  • 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.

  • 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.

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

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

  • Monitor activities of logging companies and contractors.

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

  • 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.

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

  • Map forest tract data using digital mapping systems.

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

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

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

  • Develop and maintain computer databases.

Technologies & Software

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

Alternative Job Titles