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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

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

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

  • Keep records of out-going orders.

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

  • Transport packages to customers' vehicles.

  • 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.

  • Compute prices of items or groups of items.

  • Clean display cases, shelves, and aisles.

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

  • Complete order receipts.

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

  • Obtain merchandise from bins or shelves.

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

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

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

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

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

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

  • 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.

  • Operate equipment such as forklifts.

  • Pack customer purchases in bags or cartons.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles