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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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

  • 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.

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

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

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Set up and operate irrigation equipment.

  • Inform farmers or farm managers of crop progress.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Record information about plants and plant growth.

  • 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.

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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

Technologies & Software

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

Alternative Job Titles