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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

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

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

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

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

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

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

  • Complete order receipts.

  • 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.

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

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

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

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

  • Keep records of out-going orders.

  • Compute prices of items or groups of items.

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

  • Clean display cases, shelves, and aisles.

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

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

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

  • Transport packages to customers' vehicles.

  • Pack customer purchases in bags or cartons.

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

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

  • Obtain merchandise from bins or shelves.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles