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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

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

  • 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.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

  • Maintain inventory, ordering materials as required.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles