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Automation Risk Analysis

Will “Mushroom Cutter” be Automated?

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AI Exposure Risk

46%

“Mushroom Cutter” 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%

“Mushroom Cutter” 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

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

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Record information about plants and plant growth.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Inspect plants and bud ties to assess quality.

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • 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.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Repair farm buildings, fences, and other structures.

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

  • Maintain inventory, ordering materials as required.

  • Set up and operate irrigation equipment.

Technologies & Software

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

Alternative Job Titles