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Automation Risk Analysis

Will “Migratory Worker” be Automated?

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AI Exposure Risk

46%

“Migratory 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%

“Migratory 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

  • Record information about plants and plant growth.

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles