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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

  • 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.

  • Maintain inventory, ordering materials as required.

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

  • 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.

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

  • Inspect plants and bud ties to assess quality.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Sell and deliver plants and flowers to customers.

Technologies & Software

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

Alternative Job Titles