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Automation Risk Analysis

Will “Shallot Packer” be Automated?

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AI Exposure Risk

46%

“Shallot 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%

“Shallot 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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

  • 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.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles