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Automation Risk Analysis

Will “Planting Material Unloader” be Automated?

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AI Exposure Risk

46%

“Planting Material Unloader” 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 Unloader” 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.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Record information about plants and plant growth.

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

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

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

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

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

  • Harvest fruits and vegetables by hand.

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

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles