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Automation Risk Analysis

Will “Onion Tier” be Automated?

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AI Exposure Risk

46%

“Onion Tier” 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%

“Onion Tier” 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.

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

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

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

Technologies & Software

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

Alternative Job Titles