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Automation Risk Analysis

Will “Roguer” be Automated?

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AI Exposure Risk

46%

“Roguer” 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%

“Roguer” 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

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

  • Sell and deliver plants and flowers to customers.

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

  • Record information about plants and plant growth.

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

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

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

  • 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.

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

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

  • Set up and operate irrigation equipment.

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

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

  • Harvest fruits and vegetables by hand.

Technologies & Software

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

Alternative Job Titles