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Automation Risk Analysis

Will “Agriculture Worker” be Automated?

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AI Exposure Risk

46%

“Agriculture Worker” 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 Worker” 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

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

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

  • 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.

  • 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.

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

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

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

  • Set up and operate irrigation equipment.

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

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

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

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

Technologies & Software

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

Alternative Job Titles