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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

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Harvest fruits and vegetables by hand.

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

  • Inspect plants and bud ties to assess quality.

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

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

  • 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.

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

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

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

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

  • Set up and operate irrigation equipment.

  • Maintain inventory, ordering materials as required.

  • 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.

  • 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.

  • 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.

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles