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Automation Risk Analysis

Will “Linen Clerk” be Automated?

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AI Exposure Risk

52%

“Linen 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%

“Linen 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

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

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

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

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

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

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

  • Pack customer purchases in bags or cartons.

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

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

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

  • Operate equipment such as forklifts.

  • Obtain merchandise from bins or shelves.

  • Clean display cases, shelves, and aisles.

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

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

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

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

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

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

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

  • Complete order receipts.

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

  • Transport packages to customers' vehicles.

  • Keep records of out-going orders.

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

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

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

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

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

  • Compute prices of items or groups of items.

Technologies & Software

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

Alternative Job Titles