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Automation Risk Analysis

Will “Berry and Nut Harvester” be Automated?

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AI Exposure Risk

46%

“Berry and Nut Harvester” 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 and Nut Harvester” 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

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • 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.

  • Inspect plants and bud ties to assess quality.

  • Record information about plants and plant growth.

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

Technologies & Software

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

Alternative Job Titles