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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

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

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

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

  • 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.

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

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

  • 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.

  • Repair farm buildings, fences, and other structures.

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles