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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

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

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

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

  • Pack customer purchases in bags or cartons.

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

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

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

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

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

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

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

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

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

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

  • Keep records of out-going orders.

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

  • Obtain merchandise from bins or shelves.

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

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

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

  • Transport packages to customers' vehicles.

  • Compute prices of items or groups of items.

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

  • Operate equipment such as forklifts.

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

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

  • Clean display cases, shelves, and aisles.

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

  • Complete order receipts.

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

Technologies & Software

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

Alternative Job Titles