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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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Harvest fruits and vegetables by hand.

  • 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.

  • Inform farmers or farm managers of crop progress.

  • Inspect plants and bud ties to assess quality.

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

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

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles