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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

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

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

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

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

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

  • Harvest fruits and vegetables by hand.

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inform farmers or farm managers of crop progress.

  • 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.

Technologies & Software

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

Alternative Job Titles