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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

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

  • Repair farm buildings, fences, and other structures.

  • 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.

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • 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.

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

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

  • Record information about plants and plant growth.

  • Harvest fruits and vegetables by hand.

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

  • Maintain and repair irrigation and climate control systems.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

Technologies & Software

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

Alternative Job Titles