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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

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

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

  • 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.

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

  • Record information about plants and plant growth.

  • 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.

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Harvest fruits and vegetables by hand.

  • Inform farmers or farm managers of crop progress.

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

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

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles