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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

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

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Set up and operate irrigation equipment.

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

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

  • Repair farm buildings, fences, and other structures.

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

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

  • Maintain and repair irrigation and climate control systems.

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

Technologies & Software

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

Alternative Job Titles