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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

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain inventory, ordering materials as required.

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

  • 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.

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles