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Automation Risk Analysis

Will “Crop Farmworker” be Automated?

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AI Exposure Risk

46%

“Crop Farmworker” 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 Farmworker” 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

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

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

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Repair farm buildings, fences, and other structures.

  • 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.

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

  • Set up and operate irrigation equipment.

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

  • Inform farmers or farm managers of crop progress.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

Technologies & Software

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

Alternative Job Titles