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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

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

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

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

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

  • 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.

  • Set up and operate irrigation equipment.

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

  • Harvest fruits and vegetables by hand.

  • 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.

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles