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Automation Risk Analysis

Will “Portable Irrigation Operator” be Automated?

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AI Exposure Risk

46%

“Portable Irrigation Operator” 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%

“Portable Irrigation Operator” 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.

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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

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

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

Technologies & Software

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

Alternative Job Titles