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Automation Risk Analysis

Will “Planting Material Carrier” be Automated?

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AI Exposure Risk

46%

“Planting Material Carrier” 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%

“Planting Material Carrier” 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.

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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

  • Inform farmers or farm managers of crop progress.

  • 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.

  • Record information about plants and plant growth.

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

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

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

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

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

  • 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.

  • Maintain and repair irrigation and climate control systems.

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

  • Maintain inventory, ordering materials as required.

  • Repair farm buildings, fences, and other structures.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

  • Set up and operate irrigation equipment.

Technologies & Software

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

Alternative Job Titles