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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

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

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

  • 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.

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

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

  • Operate equipment such as forklifts.

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

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

  • Keep records of out-going orders.

  • Transport packages to customers' vehicles.

  • Clean display cases, shelves, and aisles.

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

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

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

  • Compute prices of items or groups of items.

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

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

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

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

  • 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.

  • Obtain merchandise from bins or shelves.

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

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

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

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

  • Complete order receipts.

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

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

Technologies & Software

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

Alternative Job Titles