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Automation Risk Analysis

Will “Orange Picker” be Automated?

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AI Exposure Risk

46%

“Orange 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%

“Orange 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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Record information about plants and plant growth.

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Maintain and repair irrigation and climate control systems.

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

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

  • 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.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

Technologies & Software

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

Alternative Job Titles