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Automation Risk Analysis

Will “Ditcher” be Automated?

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AI Exposure Risk

46%

“Ditcher” 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%

“Ditcher” 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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Inform farmers or farm managers of crop progress.

  • Inspect plants and bud ties to assess quality.

  • 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.

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Set up and operate irrigation equipment.

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

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

Technologies & Software

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

Alternative Job Titles