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Automation Risk Analysis

Will “Rice Field Worker” be Automated?

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AI Exposure Risk

46%

“Rice Field Worker” 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%

“Rice Field Worker” 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 plants and plant growth.

  • Harvest fruits and vegetables by hand.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Inspect plants and bud ties to assess quality.

  • Maintain inventory, ordering materials as required.

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

  • Set up and operate irrigation equipment.

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

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

  • 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.

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

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

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

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Maintain and repair irrigation and climate control systems.

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

Technologies & Software

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

Alternative Job Titles