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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

  • Maintain and repair irrigation and climate control systems.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Maintain inventory, ordering materials as required.

  • Sell and deliver plants and flowers to customers.

  • Record information about plants and plant growth.

  • 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.

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

  • 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.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Set up and operate irrigation equipment.

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

  • 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.

  • Repair farm buildings, fences, and other structures.

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

Technologies & Software

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

Alternative Job Titles