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Automation Risk Analysis

Will “Irrigation Specialist” be Automated?

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AI Exposure Risk

46%

“Irrigation Specialist” 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 Specialist” 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.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

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

  • 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.

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

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

  • Inspect plants and bud ties to assess quality.

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

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

Technologies & Software

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

Alternative Job Titles