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Automation Risk Analysis

Will “Grape Cutter” be Automated?

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AI Exposure Risk

46%

“Grape Cutter” 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%

“Grape Cutter” 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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Inspect plants and bud ties to assess quality.

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

  • 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.

  • Harvest fruits and vegetables by hand.

  • 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.

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

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

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

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

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

  • Record information about plants and plant growth.

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

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles