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Automation Risk Analysis

Will “Berry Picker” be Automated?

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AI Exposure Risk

46%

“Berry 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%

“Berry 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

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

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

  • Record information about plants and plant growth.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inform farmers or farm managers of crop progress.

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

  • Repair farm buildings, fences, and other structures.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inspect plants and bud ties to assess quality.

  • Maintain inventory, ordering materials as required.

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

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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles