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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

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

  • Set up and operate irrigation equipment.

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • 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.

  • 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.

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

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain inventory, ordering materials as required.

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

  • Inspect plants and bud ties to assess quality.

  • 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.

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

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

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

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

Technologies & Software

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

Alternative Job Titles