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Automation Risk Analysis

Will “Hop Trainer” be Automated?

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AI Exposure Risk

46%

“Hop Trainer” 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 Trainer” 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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

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

  • 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.

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

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

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

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

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

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

Technologies & Software

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

Alternative Job Titles