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Automation Risk Analysis

Will “Farmer” be Automated?

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AI Exposure Risk

46%

“Farmer” 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%

“Farmer” 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

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

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

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

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

  • Set up and operate irrigation equipment.

  • 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.

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles