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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

  • Maintain inventory, ordering materials as required.

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

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

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

  • Set up and operate irrigation equipment.

  • 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.

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

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

  • 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.

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

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

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

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

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

Technologies & Software

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

Alternative Job Titles