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Automation Risk Analysis

Will “Pattern Clerk” be Automated?

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AI Exposure Risk

52%

“Pattern Clerk” 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%

“Pattern Clerk” 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

  • 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.

  • Pack customer purchases in bags or cartons.

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

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

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

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

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

  • Obtain merchandise from bins or shelves.

  • Compute prices of items or groups of items.

  • 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.

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

  • 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.

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

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

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

  • Clean display cases, shelves, and aisles.

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

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

  • Keep records of out-going orders.

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

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

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

  • Complete order receipts.

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

  • Transport packages to customers' vehicles.

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

  • Operate equipment such as forklifts.

Technologies & Software

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

Alternative Job Titles