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Automation Risk Analysis

Will “Citrus Fruit Packer” be Automated?

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AI Exposure Risk

46%

“Citrus Fruit Packer” 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%

“Citrus Fruit Packer” 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

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

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

  • 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.

  • Sell and deliver plants and flowers to customers.

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Record information about plants and plant growth.

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

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

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

Technologies & Software

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

Alternative Job Titles