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Automation Risk Analysis

Will “Shallot Cleaner” be Automated?

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AI Exposure Risk

46%

“Shallot Cleaner” 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 Cleaner” 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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

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

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

  • Set up and operate irrigation equipment.

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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

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

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

  • Record information about plants and plant growth.

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

  • 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.

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles