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Automation Risk Analysis

Will “Bog Worker” be Automated?

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AI Exposure Risk

46%

“Bog Worker” 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%

“Bog Worker” 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

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

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

  • Maintain inventory, ordering materials as required.

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

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

  • Record information about plants and plant growth.

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Inspect plants and bud ties to assess quality.

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

  • Sell and deliver plants and flowers to customers.

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles