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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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

  • Record information about plants and plant growth.

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

  • Inform farmers or farm managers of crop progress.

  • Maintain and repair irrigation and climate control systems.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • 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.

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

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

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

Technologies & Software

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

Alternative Job Titles