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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

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

  • Compute prices of items or groups of items.

  • Keep records of out-going orders.

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

  • Operate equipment such as forklifts.

  • 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.

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

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

  • Clean display cases, shelves, and aisles.

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

  • Pack customer purchases in bags or cartons.

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

  • Complete order receipts.

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

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

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

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

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

  • 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.

  • Obtain merchandise from bins or shelves.

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles