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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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

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

  • 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.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Inform farmers or farm managers of crop progress.

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

  • Repair farm buildings, fences, and other structures.

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

  • 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.

  • Set up and operate irrigation equipment.

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

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

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

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles