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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

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

  • Maintain inventory, ordering materials as required.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

  • Record information about plants and plant growth.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inspect plants and bud ties to assess quality.

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

Technologies & Software

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

Alternative Job Titles