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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

  • Set up and operate irrigation equipment.

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

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

  • Inspect plants and bud ties to assess quality.

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Sell and deliver plants and flowers to customers.

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles