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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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Related Occupations & Automation Risk

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AI Risk 63%
Robot Risk 15%

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AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

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AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

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.

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

  • Develop and maintain computer databases.

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

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

  • 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.

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

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

  • Map forest tract data using digital mapping systems.

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

  • Monitor activities of logging companies and contractors.

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles