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Automation Risk Analysis

Will “Bulb Weeder” be Automated?

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AI Exposure Risk

46%

“Bulb 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%

“Bulb 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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

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

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

  • 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.

  • Repair farm buildings, fences, and other structures.

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

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

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

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

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

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles