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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

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

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

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

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

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

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

  • Repair farm buildings, fences, and other structures.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

  • 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.

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

  • Maintain and repair irrigation and climate control systems.

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

Technologies & Software

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

Alternative Job Titles