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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

  • 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.

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

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

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

  • 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.

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

  • Harvest fruits and vegetables by hand.

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

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

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

  • 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.

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles