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Automation Risk Analysis

Will “Parts Identifier” be Automated?

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AI Exposure Risk

52%

“Parts Identifier” 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%

“Parts Identifier” 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

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

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

  • Clean display cases, shelves, and aisles.

  • Operate equipment such as forklifts.

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

  • Transport packages to customers' vehicles.

  • Keep records of out-going orders.

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

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

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

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

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

  • Pack customer purchases in bags or cartons.

  • Complete order receipts.

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

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

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

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

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

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

  • Compute prices of items or groups of items.

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

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

  • Obtain merchandise from bins or shelves.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles