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Automation Risk Analysis

Will “Crop Farmer” be Automated?

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AI Exposure Risk

46%

“Crop Farmer” 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 Farmer” 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

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

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

  • 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.

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

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

  • 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.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Record information about plants and plant growth.

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

  • Harvest fruits and vegetables by hand.

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

Technologies & Software

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

Alternative Job Titles