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Automation Risk Analysis

Will “Hop Picker” be Automated?

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AI Exposure Risk

46%

“Hop Picker” 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%

“Hop Picker” 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

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

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

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

  • 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.

  • Maintain and repair irrigation and climate control systems.

  • 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.

  • Set up and operate irrigation equipment.

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

  • Harvest fruits and vegetables by hand.

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

  • 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.

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

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

  • Inform farmers or farm managers of crop progress.

  • 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.

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

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

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

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

Technologies & Software

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

Alternative Job Titles