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Automation Risk Analysis

Will “Mushroom Cultivator” be Automated?

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AI Exposure Risk

46%

“Mushroom Cultivator” 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 Cultivator” 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

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

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

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

  • Record information about plants and plant growth.

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

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

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

  • Maintain inventory, ordering materials as required.

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • Set up and operate irrigation equipment.

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

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

  • 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.

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

  • 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.

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

Technologies & Software

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

Alternative Job Titles