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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

  • Maintain and repair irrigation and climate control systems.

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

  • 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.

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

  • Inspect plants and bud ties to assess quality.

  • 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.

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

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

  • 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 plants and plant growth.

  • Set up and operate irrigation equipment.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

  • 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.

Technologies & Software

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

Alternative Job Titles