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Automation Risk Analysis

Will “Weeder” be Automated?

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AI Exposure Risk

46%

“Weeder” 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%

“Weeder” 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

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

  • 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.

  • 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.

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

Technologies & Software

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

Alternative Job Titles