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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

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • 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.

  • 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.

  • Maintain inventory, ordering materials as required.

  • Repair farm buildings, fences, and other structures.

  • 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.

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

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

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

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

  • Harvest fruits and vegetables by hand.

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

Technologies & Software

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

Alternative Job Titles