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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

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

  • 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.

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

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Inform farmers or farm managers of crop progress.

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

  • Set up and operate irrigation equipment.

Technologies & Software

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

Alternative Job Titles