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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

  • Inspect plants and bud ties to assess quality.

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

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

  • Inform farmers or farm managers of crop progress.

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

  • Record information about plants and plant growth.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Set up and operate irrigation equipment.

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

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

  • Maintain and repair irrigation and climate control systems.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

Technologies & Software

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

Alternative Job Titles