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Automation Risk Analysis

Will “Odd-Piece Checker” be Automated?

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AI Exposure Risk

52%

“Odd-Piece Checker” 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%

“Odd-Piece Checker” 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

  • Pack customer purchases in bags or cartons.

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

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

  • Transport packages to customers' vehicles.

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

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

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

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

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

  • Obtain merchandise from bins or shelves.

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

  • Keep records of out-going orders.

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

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

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

  • Operate equipment such as forklifts.

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

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

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

  • 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.

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

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

  • Compute prices of items or groups of items.

  • Complete order receipts.

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

  • Clean display cases, shelves, and aisles.

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

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

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

Technologies & Software

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

Alternative Job Titles