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Automation Risk Analysis

Will “Pattern Keeper” be Automated?

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AI Exposure Risk

52%

“Pattern Keeper” 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 Keeper” 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.

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

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

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

  • 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.

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

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

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

  • Obtain merchandise from bins or shelves.

  • Transport packages to customers' vehicles.

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

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

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

  • Clean display cases, shelves, and aisles.

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

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

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

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

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

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

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

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

  • Compute prices of items or groups of items.

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

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

  • Operate equipment such as forklifts.

  • Pack customer purchases in bags or cartons.

Technologies & Software

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

Alternative Job Titles