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Automation Risk Analysis

Will “Irrigation Flume Layer” be Automated?

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AI Exposure Risk

46%

“Irrigation Flume Layer” 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%

“Irrigation Flume Layer” 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

  • Maintain and repair irrigation and climate control systems.

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

  • Harvest fruits and vegetables by hand.

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

  • 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.

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

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

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

  • Inspect plants and bud ties to assess quality.

  • 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.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

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

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

  • Record information about plants and plant growth.

  • 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.

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

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

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

Technologies & Software

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

Alternative Job Titles