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Automation Risk Analysis

Will “Lemon Picker” be Automated?

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AI Exposure Risk

46%

“Lemon 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%

“Lemon 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.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Set up and operate irrigation equipment.

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

  • Repair farm buildings, fences, and other structures.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Record information about plants and plant growth.

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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles