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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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

  • Maintain inventory, ordering materials as required.

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

  • 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.

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles