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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

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

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

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

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

Technologies & Software

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

Alternative Job Titles