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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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Record information about plants and plant growth.

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

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

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

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

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

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

  • Set up and operate irrigation equipment.

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

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

  • Inform farmers or farm managers of crop progress.

  • Maintain and repair irrigation and climate control systems.

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

  • 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.

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

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

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles