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Automation Risk Analysis

Will “Citrus Picker” be Automated?

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AI Exposure Risk

46%

“Citrus Picker” 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 Picker” 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

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

  • Inspect plants and bud ties to assess quality.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Sell and deliver plants and flowers to customers.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

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

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

  • Set up and operate irrigation equipment.

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

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles