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Automation Risk Analysis

Will “Planting Material Remover” be Automated?

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AI Exposure Risk

46%

“Planting Material Remover” 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 Remover” 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

  • 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.

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

  • Inspect plants and bud ties to assess quality.

  • Record information about plants and plant growth.

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

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

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

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

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

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

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

Alternative Job Titles