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Automation Risk Analysis

Will “Propagation Laborer” be Automated?

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AI Exposure Risk

46%

“Propagation Laborer” 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%

“Propagation Laborer” 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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

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

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

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles