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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

  • Record information about plants and plant growth.

  • Clean work areas, and maintain grounds and landscaping.

  • Repair farm buildings, fences, and other structures.

  • 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.

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

  • 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.

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

  • Set up and operate irrigation equipment.

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Inform farmers or farm managers of crop progress.

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

Technologies & Software

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

Alternative Job Titles