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Automation Risk Analysis

Will “Tag Marker” be Automated?

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AI Exposure Risk

52%

“Tag Marker” will maybe 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

44%

“Tag Marker” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 44% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Stockers and Order Fillers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Receive, store, and issue merchandise, materials, equipment, and other items from stockroom, warehouse, or storage yard to fill shelves, racks, tables, or customers' orders. May operate power equipment to fill orders. May mark prices on merchandise and set up sales displays.

Avg. Annual Salary $38,910
Avg. Hourly Wage $18.71
Available Jobs (US) 2,779,530
Job Title & Hierarchy Code (SOC) Stockers and Order Fillers #53-7065
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Stockers and Order Fillers”

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Core Skills & Abilities

  • Complete order receipts.

  • Provide assistance or direction to other stockroom, warehouse, or storage yard workers.

  • Clean display cases, shelves, and aisles.

  • Recommend disposal of excess, defective, or obsolete stock.

  • Design and set up advertising signs and displays of merchandise on shelves, counters, or tables to attract customers and promote sales.

  • Clean and maintain supplies, tools, equipment, and storage areas to ensure compliance with safety regulations.

  • Transport packages to customers' vehicles.

  • Keep records on the use or damage of stock or stock-handling equipment.

  • Compute prices of items or groups of items.

  • Dispose of damaged or defective items, or return them to vendors.

  • Obtain merchandise from bins or shelves.

  • Pack and unpack items to be stocked on shelves in stockrooms, warehouses, or storage yards.

  • Stock shelves, racks, cases, bins, and tables with new or transferred merchandise.

  • Requisition merchandise from supplier, based on available space, merchandise on hand, customer demand, or advertised specials.

  • Compare merchandise invoices to items actually received to ensure that shipments are correct.

  • Store items in an orderly and accessible manner in warehouses, tool rooms, supply rooms, or other areas.

  • Receive, unload, open, unpack, or issue sales floor merchandise.

  • Issue or distribute materials, products, parts, and supplies to customers or coworkers, based on information from incoming requisitions.

  • Take inventory or examine merchandise to identify items to be reordered or replenished.

  • Receive and count stock items, and record data manually or on computer.

  • Examine and inspect stock items for wear or defects, reporting any damage to supervisors.

  • Stamp, attach, or change price tags on merchandise, referring to price list.

  • Answer customers' questions about merchandise and advise customers on merchandise selection.

  • Mark stock items, using identification tags, stamps, electric marking tools, or other labeling equipment.

  • Read orders to ascertain catalog numbers, sizes, colors, and quantities of merchandise.

  • Itemize and total customer merchandise selection at checkout counter, using cash register, and accept cash or charge card for purchases.

  • Keep records of out-going orders.

  • Operate equipment such as forklifts.

  • Pack customer purchases in bags or cartons.

  • Determine proper storage methods, identification, and stock location, based on turnover, environmental factors, and physical capabilities of facilities.

Technologies & Software

  • Warehouse management system WMS
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  • Oracle JD Edwards EnterpriseOne
  • Email software
  • Microsoft Outlook
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Mobileye AI
  • Microsoft Dynamics GP
  • Gemini (Google)
  • Microsoft Windows
  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Mistral (Mistral AI)
  • Microsoft Excel
  • Llama (Meta)
  • Project44 AI Logistics
  • Tesla Autopilot
  • Inventory tracking software
  • Inventory management systems
  • Ordering software
  • Google Docs
  • Microsoft Word
  • Data entry software
  • DeepSeek
  • Claude (Anthropic)
  • Waymo (Autonomous Driving)
  • Gatik AI
  • Work scheduling software
  • Eko
  • Voice picking software
  • SAP software
  • Handheld computer device software
  • Grok (xAI)
  • Qwen (Alibaba)
  • Barcode scanners
  • Handheld radio frequency RF scanners
  • Double deckers
  • Wrapping equipment
  • Lifting platforms
  • Electric marking tools
  • Remote data terminals
  • Label scrapers
  • Overhead workshop cranes
  • Warehouse dollies
  • Convertible hand trucks
  • Packing material compactors
  • Radio frequency RF scanner guns
  • Warehouse forklifts
  • Pallet tipper
  • Label removers
  • Shelf scrapers
  • Personal digital assistants PDAs
  • Box cutters
  • Ticket-printing machines
  • Industrial scissors
  • Electronic cash registers
  • Office intercom systems
  • Rubber marking stamps
  • Labeling equipment
  • Power jacks
  • Manual shears
  • Copy machines
  • Lifting belts
  • Hand trucks
  • Electric pallet jacks
  • Nailing hammers
  • Tape guns
  • Safety cutters
  • Cherry pickers
  • Pricing guns
  • Hook knives
  • Stepladders
  • Manual pallet jacks
  • Computer inkjet printers
  • Sign printers
  • Strapping machines
  • Electric cash registers
  • Shipping scales
  • Electric hoists
  • Industrial forklifts
  • Baling equipment
  • Stand-up forklifts
  • Multiline telephone systems
  • Utility tug trucks
  • Sit-down forklifts
  • Staple guns
  • Computer laser printers
  • Measuring tapes
  • Personal computers
  • 10-key calculators
  • Laser scanners
  • Conveyor belts

Alternative Job Titles