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Automation Risk Analysis

Will “Ground Worker” be Automated?

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AI Exposure Risk

46%

“Ground 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%

“Ground 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

  • 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.

  • Repair farm buildings, fences, and other structures.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Set up and operate irrigation equipment.

  • 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.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

  • 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.

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Maintain and repair irrigation and climate control systems.

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

Technologies & Software

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

Alternative Job Titles