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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

  • Maintain inventory, ordering materials as required.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Record information about plants and plant growth.

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

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

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

Technologies & Software

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

Alternative Job Titles