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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

  • Sell and deliver plants and flowers to customers.

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

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

  • Inspect plants and bud ties to assess quality.

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • 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.

  • 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.

  • 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.

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

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

  • Set up and operate irrigation equipment.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Record information about plants and plant growth.

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

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

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

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles