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Automation Risk Analysis

Will “Cane Packer” be Automated?

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AI Exposure Risk

46%

“Cane 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%

“Cane 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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

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

  • Inspect plants and bud ties to assess quality.

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

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

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

  • 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 and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

  • Maintain inventory, ordering materials as required.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles