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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

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Record information about plants and plant growth.

  • Set up and operate irrigation equipment.

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Maintain and repair irrigation and climate control systems.

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

  • 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.

  • Inform farmers or farm managers of crop progress.

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

Technologies & Software

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

Alternative Job Titles