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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

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

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

  • 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 customer purchases in bags or cartons.

  • Compute prices of items or groups of items.

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

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

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

  • 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.

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

  • Obtain merchandise from bins or shelves.

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

  • Keep records of out-going orders.

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

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

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

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

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

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

  • Clean display cases, shelves, and aisles.

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

  • Operate equipment such as forklifts.

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

  • 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.

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

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

  • Complete order receipts.

Technologies & Software

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

Alternative Job Titles