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Automation Risk Analysis

Will “Farm Rancher” be Automated?

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AI Exposure Risk

46%

“Farm Rancher” 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%

“Farm Rancher” 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

  • 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.

  • Set up and operate irrigation equipment.

  • Inform farmers or farm managers of crop progress.

  • Harvest fruits and vegetables by hand.

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

  • Record information about plants and plant growth.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles