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Automation Risk Analysis

Will “Parts Classifier” be Automated?

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AI Exposure Risk

52%

“Parts Classifier” 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 Classifier” 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

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

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

  • Complete order receipts.

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

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

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

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

  • Clean display cases, shelves, and aisles.

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

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

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

  • Keep records of out-going orders.

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

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

  • Operate equipment such as forklifts.

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

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

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

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

  • Obtain merchandise from bins or shelves.

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

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

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

  • Compute prices of items or groups of items.

  • Pack customer purchases in bags or cartons.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles