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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

  • Maintain and repair irrigation and climate control systems.

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

  • Set up and operate irrigation equipment.

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

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

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

  • Sell and deliver plants and flowers to customers.

  • 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.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Maintain inventory, ordering materials as required.

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

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

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

Technologies & Software

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

Alternative Job Titles