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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.

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

  • Harvest fruits and vegetables by hand.

  • 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.

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

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

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

  • Record information about plants and plant growth.

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

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

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

  • Set up and operate irrigation equipment.

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Maintain and repair irrigation and climate control systems.

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

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

Alternative Job Titles