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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

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

  • Repair farm buildings, fences, and other structures.

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

  • Harvest fruits and vegetables by hand.

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

  • 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.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

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

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

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

Technologies & Software

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

Alternative Job Titles