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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

  • Set up and operate irrigation equipment.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Inspect plants and bud ties to assess quality.

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

  • 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.

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

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

  • 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.

  • Inform farmers or farm managers of crop progress.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

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

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles