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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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inform farmers or farm managers of crop progress.

  • Repair farm buildings, fences, and other structures.

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Record information about plants and plant growth.

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

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

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

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

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

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

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

Technologies & Software

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

Alternative Job Titles