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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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inspect plants and bud ties to assess quality.

  • Record information about plants and plant growth.

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

  • Harvest fruits and vegetables by hand.

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

  • Inform farmers or farm managers of crop progress.

  • 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.

  • Sell and deliver plants and flowers to customers.

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

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

  • 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.

  • Set up and operate irrigation equipment.

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

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

Technologies & Software

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

Alternative Job Titles