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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

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

  • Inform farmers or farm managers of crop progress.

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

  • 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.

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

  • 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.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

  • 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.

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

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

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

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

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles