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Automation Risk Analysis

Will “Bulb Packer” be Automated?

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AI Exposure Risk

46%

“Bulb Packer” 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 Packer” 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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

  • Inform farmers or farm managers of crop progress.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Record information about plants and plant growth.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Sell and deliver plants and flowers to customers.

  • Repair farm buildings, fences, and other structures.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles