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Automation Risk Analysis

Will “Groundman” be Automated?

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AI Exposure Risk

46%

“Groundman” 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%

“Groundman” 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

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

  • 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.

  • 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.

  • 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.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

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

  • Harvest fruits and vegetables by hand.

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

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

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

  • 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.

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

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles