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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

  • Harvest fruits and vegetables by hand.

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

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Set up and operate irrigation equipment.

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

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

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

  • 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.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

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

Technologies & Software

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

Alternative Job Titles