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Automation Risk Analysis

Will “Plant Production Worker” be Automated?

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AI Exposure Risk

46%

“Plant Production Worker” 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%

“Plant Production Worker” 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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • 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.

  • Set up and operate irrigation equipment.

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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles