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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

  • 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.

  • 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.

  • Inspect plants and bud ties to assess quality.

  • 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.

  • Set up and operate irrigation equipment.

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

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

  • 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.

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

  • Harvest fruits and vegetables by hand.

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

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles