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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

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

  • Clean display cases, shelves, and aisles.

  • Complete order receipts.

  • 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.

  • Keep records of out-going orders.

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

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

  • 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.

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

  • Obtain merchandise from bins or shelves.

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

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

  • Compute prices of items or groups of items.

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

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

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

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

  • Pack customer purchases in bags or cartons.

  • Transport packages to customers' vehicles.

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

  • Operate equipment such as forklifts.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles