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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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

  • Harvest fruits and vegetables by hand.

  • 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 and repair irrigation and climate control systems.

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain inventory, ordering materials as required.

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles