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Automation Risk Analysis

Will “Ginner” be Automated?

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AI Exposure Risk

46%

“Ginner” 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%

“Ginner” 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 fruits and vegetables by hand.

  • 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.

  • Maintain and repair irrigation and climate control systems.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

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

  • 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.

  • Maintain inventory, ordering materials as required.

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

  • Set up and operate irrigation equipment.

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

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

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

Technologies & Software

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

Alternative Job Titles