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Automation Risk Analysis

Will “Protective Clothing Issuer” be Automated?

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AI Exposure Risk

52%

“Protective Clothing Issuer” 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%

“Protective Clothing Issuer” 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

  • Complete order receipts.

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

  • 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.

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

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

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

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

  • Keep records of out-going orders.

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

  • Operate equipment such as forklifts.

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

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

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

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

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

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

  • Clean display cases, shelves, and aisles.

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

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

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

  • Obtain merchandise from bins or shelves.

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

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

  • Pack customer purchases in bags or cartons.

  • Compute prices of items or groups of items.

  • Transport packages to customers' vehicles.

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

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

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

Technologies & Software

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

Alternative Job Titles