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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

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

  • Repair farm buildings, fences, and other structures.

  • Harvest fruits and vegetables by hand.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Inform farmers or farm managers of crop progress.

  • 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.

  • Set up and operate irrigation equipment.

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain and repair irrigation and climate control systems.

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

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

  • 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.

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles