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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

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

  • Record information about plants and plant growth.

  • 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.

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Sell and deliver plants and flowers to customers.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

  • Maintain inventory, ordering materials as required.

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

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

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

  • Set up and operate irrigation equipment.

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

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

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles