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Automation Risk Analysis

Will “Crop Ranch Hand” be Automated?

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AI Exposure Risk

46%

“Crop Ranch Hand” 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%

“Crop Ranch Hand” 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

  • 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.

  • 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.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain inventory, ordering materials as required.

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

  • Set up and operate irrigation equipment.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

  • 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.

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

  • Inform farmers or farm managers of crop progress.

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

Technologies & Software

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

Alternative Job Titles