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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

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

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

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

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

  • 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.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

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

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

  • Maintain and repair irrigation and climate control systems.

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

  • 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.

  • Maintain inventory, ordering materials as required.

  • Set up and operate irrigation equipment.

Technologies & Software

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

Alternative Job Titles