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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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain inventory, ordering materials as required.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Set up and operate irrigation equipment.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles