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Automation Risk Analysis

Will “Field Irrigation Worker” be Automated?

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AI Exposure Risk

46%

“Field Irrigation Worker” 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%

“Field Irrigation Worker” 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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Maintain inventory, ordering materials as required.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles