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Automation Risk Analysis

Will “Beet Topper” be Automated?

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AI Exposure Risk

46%

“Beet Topper” 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%

“Beet Topper” 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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

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

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

  • 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.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

Technologies & Software

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

Alternative Job Titles