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Automation Risk Analysis

Will “Diversified Crops Farmworker” be Automated?

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AI Exposure Risk

46%

“Diversified Crops Farmworker” 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%

“Diversified Crops Farmworker” 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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Repair farm buildings, fences, and other structures.

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

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

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

  • Set up and operate irrigation equipment.

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

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

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

  • Record information about plants and plant growth.

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

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

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

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

Technologies & Software

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

Alternative Job Titles