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Automation Risk Analysis

Will “Ditch Digger” be Automated?

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AI Exposure Risk

46%

“Ditch Digger” 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%

“Ditch Digger” 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.

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Set up and operate irrigation equipment.

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

  • Repair farm buildings, fences, and other structures.

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Harvest fruits and vegetables by hand.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles