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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

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

  • Inform farmers or farm managers of crop progress.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Maintain inventory, ordering materials as required.

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

  • 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.

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

  • Sell and deliver plants and flowers to customers.

  • Repair farm buildings, fences, and other structures.

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

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

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

  • 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.

  • Record information about plants and plant growth.

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles