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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

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

  • 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.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • 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.

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain inventory, ordering materials as required.

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

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

Technologies & Software

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

Alternative Job Titles