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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

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

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

  • Set up and operate irrigation equipment.

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

  • Maintain inventory, ordering materials as required.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Record information about plants and plant growth.

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

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

Technologies & Software

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

Alternative Job Titles