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Automation Risk Analysis

Will “Smudger” be Automated?

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AI Exposure Risk

46%

“Smudger” 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%

“Smudger” 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 fruits and vegetables by hand.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

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

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

  • Maintain inventory, ordering materials as required.

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

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

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

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

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

  • Record information about plants and plant growth.

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

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles