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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

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

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

  • Maintain inventory, ordering materials as required.

  • Record information about plants and plant growth.

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

  • Harvest fruits and vegetables by hand.

  • 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.

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

  • Inspect plants and bud ties to assess quality.

  • Repair farm buildings, fences, and other structures.

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

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

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • 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.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

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

Alternative Job Titles