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Automation Risk Analysis

Will “Linen Room Attendant” be Automated?

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AI Exposure Risk

52%

“Linen Room Attendant” 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 Room Attendant” 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

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

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

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

  • 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.

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

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

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

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

  • Compute prices of items or groups of items.

  • Clean display cases, shelves, and aisles.

  • 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.

  • Pack customer purchases in bags or cartons.

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

  • Obtain merchandise from bins or shelves.

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

  • Keep records of out-going orders.

  • Transport packages to customers' vehicles.

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

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

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

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

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

  • Complete order receipts.

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

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

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

  • Operate equipment such as forklifts.

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

Technologies & Software

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

Alternative Job Titles