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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

  • Repair farm buildings, fences, and other structures.

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Set up and operate irrigation equipment.

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

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

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

  • 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.

  • 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.

  • Record information about plants and plant growth.

  • 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 fruits and vegetables by hand.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

  • Sell and deliver plants and flowers to customers.

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

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

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

Technologies & Software

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

Alternative Job Titles