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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

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

  • 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.

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Sell and deliver plants and flowers to customers.

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

  • Inform farmers or farm managers of crop progress.

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • 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.

  • Maintain and repair irrigation and climate control systems.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles