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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

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Set up and operate irrigation equipment.

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

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

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

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

  • Record information about plants and plant growth.

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

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles