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Automation Risk Analysis

Will “Valve Pipe Irrigator” be Automated?

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AI Exposure Risk

46%

“Valve Pipe Irrigator” 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%

“Valve Pipe Irrigator” 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

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

  • 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.

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

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Record information about plants and plant growth.

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

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

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

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

  • Set up and operate irrigation equipment.

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

  • Maintain inventory, ordering materials as required.

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles