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Automation Risk Analysis

Will “Agriculture Laborer” be Automated?

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AI Exposure Risk

46%

“Agriculture Laborer” 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%

“Agriculture Laborer” 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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • 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.

  • Maintain inventory, ordering materials as required.

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

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

  • Inform farmers or farm managers of crop progress.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • 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 plants and plant growth.

Technologies & Software

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

Alternative Job Titles