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Automation Risk Analysis

Will “Pepper Picker” be Automated?

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AI Exposure Risk

46%

“Pepper 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%

“Pepper 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

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

  • Set up and operate irrigation equipment.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

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

  • Repair farm buildings, fences, and other structures.

  • Harvest fruits and vegetables by hand.

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles