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Automation Risk Analysis

Will “Haul Cane Brakeman” be Automated?

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AI Exposure Risk

46%

“Haul Cane Brakeman” 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%

“Haul Cane Brakeman” 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

  • Inform farmers or farm managers of crop progress.

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

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

  • Set up and operate irrigation equipment.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Record information about plants and plant growth.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

Technologies & Software

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

Alternative Job Titles