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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

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

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

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

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

  • 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.

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

  • Harvest fruits and vegetables by hand.

  • Maintain inventory, ordering materials as required.

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inform farmers or farm managers of crop progress.

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

Technologies & Software

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

Alternative Job Titles