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Automation Risk Analysis

Will “Zanjero” be Automated?

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AI Exposure Risk

46%

“Zanjero” 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%

“Zanjero” 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

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

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

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

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

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

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

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Maintain inventory, ordering materials as required.

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

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

  • Harvest fruits and vegetables by hand.

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

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

  • 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.

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

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles