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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

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

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

  • 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.

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

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

  • Record information about plants and plant growth.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

  • Maintain and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

  • Maintain inventory, ordering materials as required.

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

  • Sell and deliver plants and flowers to customers.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles