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Automation Risk Analysis

Will “Loader” be Automated?

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AI Exposure Risk

46%

“Loader” 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%

“Loader” 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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Record information about plants and plant growth.

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Inspect plants and bud ties to assess quality.

  • Maintain inventory, ordering materials as required.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

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

  • Set up and operate irrigation equipment.

  • 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.

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

  • Inform farmers or farm managers of crop progress.

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

  • Repair farm buildings, fences, and other structures.

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

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

Technologies & Software

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

Alternative Job Titles