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Automation Risk Analysis

Will “Yam Curer” be Automated?

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AI Exposure Risk

46%

“Yam Curer” 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%

“Yam Curer” 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.

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • 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.

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

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

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

  • Maintain inventory, ordering materials as required.

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

  • Repair farm buildings, fences, and other structures.

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

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

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

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

  • Record information about plants and plant growth.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

Technologies & Software

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

Alternative Job Titles