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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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Set up and operate irrigation equipment.

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

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

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

  • Maintain inventory, ordering materials as required.

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

  • Repair farm buildings, fences, and other structures.

  • Maintain and repair irrigation and climate control systems.

  • Inspect plants and bud ties to assess quality.

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

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

  • Sell and deliver plants and flowers to customers.

  • Inform farmers or farm managers of crop progress.

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

  • Record information about plants and plant growth.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles