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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

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

  • Maintain inventory, ordering materials as required.

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

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

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

  • Inspect plants and bud ties to assess quality.

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

  • 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.

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Set up and operate irrigation equipment.

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

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

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

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

Alternative Job Titles