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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

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

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

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

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

  • Inform farmers or farm managers of crop progress.

  • 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.

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

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

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

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

  • 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.

  • 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.

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles