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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

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

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

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

  • Record information about plants and plant growth.

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

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

  • Inform farmers or farm managers of crop progress.

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

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

  • Maintain and repair irrigation and climate control systems.

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

Technologies & Software

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

Alternative Job Titles