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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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

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

  • Record information about plants and plant growth.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • 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 farm buildings, fences, and other structures.

  • 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.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Sell and deliver plants and flowers to customers.

Technologies & Software

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

Alternative Job Titles