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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

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • 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.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • 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.

  • Record information about plants and plant growth.

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

Technologies & Software

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

Alternative Job Titles