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Automation Risk Analysis

Will “Bulb Farmworker” be Automated?

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AI Exposure Risk

46%

“Bulb Farmworker” 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%

“Bulb Farmworker” 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

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

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

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

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain inventory, ordering materials as required.

  • 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 and repair irrigation and climate control 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.

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

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

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

Technologies & Software

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

Alternative Job Titles