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Automation Risk Analysis

Will “Mushroom Picker” be Automated?

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AI Exposure Risk

46%

“Mushroom Picker” 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 Picker” 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

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

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

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

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

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

  • 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.

  • 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.

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Inspect plants and bud ties to assess quality.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

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

  • 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.

Technologies & Software

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

Alternative Job Titles