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Automation Risk Analysis

Will “Cane Loader” be Automated?

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AI Exposure Risk

46%

“Cane Loader” 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 Loader” 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

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

  • 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.

  • Set up and operate irrigation equipment.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

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

  • 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.

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

  • Maintain inventory, ordering materials as required.

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

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

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles