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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

  • 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.

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

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

  • Inform farmers or farm managers of crop progress.

  • Repair farm buildings, fences, and other structures.

  • Harvest fruits and vegetables by hand.

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

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

  • Set up and operate irrigation equipment.

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

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • 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.

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles