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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

  • 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.

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

  • Inform farmers or farm managers of crop progress.

  • Set up and operate irrigation equipment.

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

  • Maintain inventory, ordering materials as required.

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

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

  • Inspect plants and bud ties to assess quality.

  • 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.

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

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

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

Technologies & Software

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

Alternative Job Titles