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Automation Risk Analysis

Will “Plant Propagator” be Automated?

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AI Exposure Risk

46%

“Plant Propagator” 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%

“Plant Propagator” 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.

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Set up and operate irrigation equipment.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Inform farmers or farm managers of crop progress.

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

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

  • Sell and deliver plants and flowers to customers.

  • Maintain inventory, ordering materials as required.

  • 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.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

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

Technologies & Software

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

Alternative Job Titles