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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

  • 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.

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

  • Repair farm buildings, fences, and other structures.

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

  • Maintain and repair irrigation and climate control systems.

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

  • 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.

  • Set up and operate irrigation equipment.

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

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

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

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

  • 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.

  • 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.

  • Sell and deliver plants and flowers to customers.

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

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

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

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

  • Record information about plants and plant growth.

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles