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Automation Risk Analysis

Will “Food Crops Farm Hand” be Automated?

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AI Exposure Risk

46%

“Food Crops Farm Hand” 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%

“Food Crops Farm Hand” 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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Repair farm buildings, fences, and other structures.

  • Maintain and repair irrigation and climate control systems.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

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

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles