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Automation Risk Analysis

Will “Field Worker” be Automated?

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AI Exposure Risk

46%

“Field 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%

“Field 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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Record information about plants and plant growth.

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

  • Maintain inventory, ordering materials as required.

  • Set up and operate irrigation equipment.

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

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

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

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

  • 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.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain and repair irrigation and climate control systems.

Technologies & Software

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

Alternative Job Titles