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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.

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

  • Operate equipment such as forklifts.

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

  • Compute prices of items or groups of items.

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

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

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

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

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

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

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

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

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

  • Clean display cases, shelves, and aisles.

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

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

  • Keep records of out-going orders.

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

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

  • Pack customer purchases in bags or cartons.

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

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

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

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

  • Transport packages to customers' vehicles.

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

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

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

  • Obtain merchandise from bins or shelves.

Technologies & Software

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

Alternative Job Titles