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Automation Risk Analysis

Will “Conservation Officer” be Automated?

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AI Exposure Risk

42%

“Conservation Officer” 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 Officer” 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

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

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

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

  • Map forest tract data using digital mapping systems.

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

  • 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.

  • Develop and maintain computer databases.

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

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

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

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

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

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

  • 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.

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

  • Monitor activities of logging companies and contractors.

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

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

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

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

Technologies & Software

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

Alternative Job Titles