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Automation Risk Analysis

Will “Plant Puller” be Automated?

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AI Exposure Risk

46%

“Plant Puller” 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 Puller” 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.

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

  • 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.

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

  • Set up and operate irrigation equipment.

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

  • 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.

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

  • Sell and deliver plants and flowers to customers.

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

  • 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.

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles