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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

  • 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.

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

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

  • Record information about plants and plant growth.

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

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

  • 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.

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

  • Repair farm buildings, fences, and other structures.

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

  • Harvest fruits and vegetables by hand.

  • Inform farmers or farm managers of crop progress.

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

  • Set up and operate irrigation equipment.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Sell and deliver plants and flowers to customers.

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

Technologies & Software

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

Alternative Job Titles