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Automation Risk Analysis

Will “Gun Fertilizer” be Automated?

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AI Exposure Risk

46%

“Gun Fertilizer” 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%

“Gun Fertilizer” 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

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

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

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

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

  • 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.

  • Harvest fruits and vegetables by hand.

  • Inform farmers or farm managers of crop progress.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

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

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Record information about plants and plant growth.

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

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

  • Maintain inventory, ordering materials as required.

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

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

Technologies & Software

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

Alternative Job Titles