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Automation Risk Analysis

Will “Hand Cultivator” be Automated?

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AI Exposure Risk

46%

“Hand Cultivator” 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%

“Hand Cultivator” 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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • 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.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

  • 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.

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

  • 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.

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

Technologies & Software

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

Alternative Job Titles