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Automation Risk Analysis

Will “Firebreak Cutter” be Automated?

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AI Exposure Risk

46%

“Firebreak Cutter” 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Firebreak Cutter” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers and Laborers, Crop, Nursery, and Greenhouse, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.

Avg. Annual Salary $37,850
Avg. Hourly Wage $18.20
Available Jobs (US) 261,690
Job Title & Hierarchy Code (SOC) Farmworkers and Laborers, Crop, Nursery, and Greenhouse #45-2092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers and Laborers, Crop, Nursery, and Greenhouse”

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Core Skills & Abilities

  • Dig, cut, and transplant seedlings, cuttings, trees, and shrubs.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

  • Load agricultural products into trucks, and drive trucks to market or storage facilities.

  • Sell and deliver plants and flowers to customers.

  • Harvest plants, and transplant or pot and label them.

  • Identify plants, pests, and weeds to determine the selection and application of pesticides and fertilizers.

  • Repair and maintain farm vehicles, implements, and mechanical equipment.

  • Move containerized shrubs, plants, and trees, using wheelbarrows or tractors.

  • Provide information and advice to the public regarding the selection, purchase, and care of products.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

  • Record information about crops, such as pesticide use, yields, or costs.

  • Inform farmers or farm managers of crop progress.

  • Harvest fruits and vegetables by hand.

  • Feel plants' leaves and note their coloring to detect the presence of insects or disease.

  • Dig, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Regulate greenhouse conditions, and indoor and outdoor irrigation systems.

  • Maintain and repair irrigation and climate control systems.

  • Participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.

  • Direct and monitor the work of casual and seasonal help during planting and harvesting.

  • Maintain inventory, ordering materials as required.

  • Plant, spray, weed, fertilize, water, and prune plants, shrubs, and trees, using gardening tools.

  • Clean work areas, and maintain grounds and landscaping.

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

Technologies & Software

  • Web browser software
  • John Deere AI
  • Global positioning system GPS software
  • Farm Works Software Trac
  • Taranis AI
  • Microsoft PowerPoint
  • Microsoft Office software
  • BCL Landview Systems WinCrop
  • Microsoft Outlook
  • Blue River Technology AI
  • Climate FieldView
  • Microsoft Word
  • IBM Lotus Notes
  • Microsoft Excel
  • Portable battery chargers
  • Impulse sprinklers
  • Haybines
  • Pruning saws
  • Houseplant shears
  • Measuring tapes
  • Staple guns
  • Seed tumblers
  • Wheelbarrows
  • Rubber mallets
  • Sharpening stones
  • Loppers
  • Mulch spreaders
  • Tree planting bars
  • Open end wrenches
  • Soil thermometers
  • Bed rollers
  • Tree scale sticks
  • Fruit budding knives
  • Crop planters
  • Laptop computers
  • Tree marking guns
  • Fruit pruners
  • Rose budding knives
  • Greenhouse ventilation systems
  • Paint application sprayers
  • Canister gas masks
  • Hatchets
  • Oscillating sprinklers
  • Hay rakes
  • Tree calipers
  • All terrain vehicles ATV
  • Hanging spring scales
  • Transplanting trowels
  • Adjustable widemouth pliers
  • Grafting knives
  • Tractors
  • Portable electric drills
  • Garden hand seeders
  • Vertical mowers
  • Tree feeding augers
  • Pick axes
  • Corn pickers
  • Pole pruners
  • Garden bow rakes
  • Field forklifts
  • Hand held sprayers
  • Seed dryers
  • Greenhouse irrigation systems
  • Hose-end sprayers
  • Shovels
  • Plows
  • Step ladders
  • Hand trucks
  • Rotary spreaders
  • Leaf rakes
  • Disk tillage equipment
  • Pesticide sprayers
  • Paint application brushes
  • Claw hammers
  • Round point shovels
  • Root pruning scissors
  • Drop spreaders
  • Multipurpose tractors
  • Power blowers
  • Rotary mowers
  • Geodetic ground global positioning system GPS receivers
  • Utility knives
  • Pressure washers
  • Adjustable hand wrenches
  • Forklifts
  • Garden hoes
  • Planting augers
  • Power saws
  • Garden spading forks
  • Hay balers
  • Hand tallies
  • Pruning shears
  • Detasselers
  • Tube cutters
  • Indoor/outdoor thermometers
  • Phillips head screwdrivers
  • Hook-and-blade pruners
  • Hydromulchers
  • Measuring wheels
  • Power hedge trimmers
  • Cargo trucks
  • Air compressors
  • Safety goggles
  • Increment borers
  • Long arm pruners
  • Tie tape machines
  • Socket wrench sets
  • Handtrucks
  • Bulb planters
  • Hand drills
  • Chain saw sharpeners
  • Drum rollers
  • Funnels
  • Portable generators
  • Arborist saws
  • Soil pH meters
  • Bow saws
  • Humidity systems
  • Compressed air sprayers
  • Drafting compasses
  • Digital calipers
  • Bed formers
  • Soil sampling tubes
  • Dust masks
  • Hedge shears
  • Seed drills
  • Battery power testers
  • Carbon dioxide systems
  • Battery booster cables
  • Soybean harvesters
  • Spray suits
  • Putty knives
  • Pickup trucks
  • Grass shears
  • Field watering systems
  • Hacksaws
  • Dump trucks
  • Fertilizer spreaders
  • Drip emitters
  • Desktop computers
  • Pruning knives
  • Sledgehammers
  • Respirators
  • Screen separators
  • Stake drivers
  • Reel mowers
  • Thorn strippers
  • Nail hammers
  • Slotted screwdrivers
  • Power drills
  • Grease guns
  • Wrecking bars
  • Microtip snips
  • Floral snips
  • Siphon proportioners
  • Chain saws
  • Bench grafting knives
  • Mole grips
  • Rotary tillers
  • Square point shovels
  • Combine harvesters
  • Sand spreaders
  • Humidifiers
  • Measuring rules
  • Hoes
  • Soil augers
  • Digital levels
  • Threshers
  • Grain trucks
  • Anvil pruners
  • Soil cultivators
  • Knife sharpeners
  • Compass saws
  • Post hole diggers
  • Trowels
  • String trimmers
  • Tractor-trailers
  • Garden dusters
  • Budding knives
  • Garden spades
  • Houseplant snips
  • Soil moisture meters
  • Pipe trailers
  • Feed conveyors
  • Mattocks
  • Wood chisels
  • Handheld calculators
  • Garden cultivators
  • Transplanters
  • Allen wrenches
  • Tree diameter tapes
  • Fertilizer injectors
  • Pruning sticks
  • Straight screwdrivers

Alternative Job Titles