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Automation Risk Analysis

Will “Crop Duster Helper” be Automated?

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AI Exposure Risk

46%

“Crop Duster Helper” 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%

“Crop Duster Helper” 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

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

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

  • Harvest fruits and vegetables by hand.

  • Maintain inventory, ordering materials as required.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

  • Maintain and repair irrigation and climate control systems.

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

  • Set up and operate irrigation equipment.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles