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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

  • 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.

  • Set up and operate irrigation equipment.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • 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.

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

  • 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.

  • Maintain and repair irrigation and climate control systems.

  • Inspect plants and bud ties to assess quality.

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain inventory, ordering materials as required.

  • Record information about plants and plant growth.

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

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

Technologies & Software

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

Alternative Job Titles