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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

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

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

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

  • 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.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Inform farmers or farm managers of crop progress.

  • Harvest fruits and vegetables by hand.

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

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

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles