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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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

  • 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.

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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • 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.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles