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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

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

  • Obtain merchandise from bins or shelves.

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

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

  • Keep records of out-going orders.

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

  • Transport packages to customers' vehicles.

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

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

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

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

  • Pack customer purchases in bags or cartons.

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

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

  • Clean display cases, shelves, and aisles.

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

  • 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.

  • Operate equipment such as forklifts.

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

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

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

  • Complete order receipts.

  • Compute prices of items or groups of items.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles