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Automation Risk Analysis

Will “Propagation Worker” be Automated?

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AI Exposure Risk

46%

“Propagation Worker” 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 Worker” 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

  • Inspect plants and bud ties to assess quality.

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

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

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

  • 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.

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

  • 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.

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Record information about plants and plant growth.

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

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

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

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

  • Maintain inventory, ordering materials as required.

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

Technologies & Software

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

Alternative Job Titles