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Automation Risk Analysis

Will “Merchandise Marker” be Automated?

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AI Exposure Risk

52%

“Merchandise 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%

“Merchandise 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

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

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

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

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

  • Pack customer purchases in bags or cartons.

  • Complete order receipts.

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

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

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

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

  • Transport packages to customers' vehicles.

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

  • Keep records of out-going orders.

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

  • Clean display cases, shelves, and aisles.

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

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

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

  • Compute prices of items or groups of items.

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

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

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

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

  • Operate equipment such as forklifts.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles