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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

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

  • 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.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • 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.

  • Maintain inventory, ordering materials as required.

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

  • 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 crops, such as pesticide use, yields, or costs.

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • Set up and operate irrigation equipment.

  • Inform farmers or farm managers of crop progress.

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

  • Sell and deliver plants and flowers to customers.

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

  • Harvest fruits and vegetables by hand.

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

  • Inspect plants and bud ties to assess quality.

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles