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Automation Risk Analysis

Will “Ditch Cleaner” be Automated?

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AI Exposure Risk

46%

“Ditch Cleaner” 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 Cleaner” 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 and repair irrigation and climate control systems.

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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

  • 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.

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

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

  • 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.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

Technologies & Software

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

Alternative Job Titles