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Automation Risk Analysis

Will “Marking Clerk” be Automated?

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AI Exposure Risk

52%

“Marking Clerk” 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%

“Marking Clerk” 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.

  • Operate equipment such as forklifts.

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

  • Pack customer purchases in bags or cartons.

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

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

  • Obtain merchandise from bins or shelves.

  • Compute prices of items or groups of items.

  • 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.

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

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

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

  • Transport packages to customers' vehicles.

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

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

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

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

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

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

  • Clean display cases, shelves, and aisles.

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

  • 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.

  • Keep records of out-going orders.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles