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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

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles