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Automation Risk Analysis

Will “Throw Out Clerk” be Automated?

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AI Exposure Risk

52%

“Throw Out Clerk” 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%

“Throw Out Clerk” 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

  • Operate equipment such as forklifts.

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

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

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

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

  • Transport packages to customers' vehicles.

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

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

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

  • Pack customer purchases in bags or cartons.

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

  • 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.

  • Obtain merchandise from bins or shelves.

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

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

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

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

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

  • Complete order receipts.

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

  • Clean display cases, shelves, and aisles.

  • Compute prices of items or groups of items.

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

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

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

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

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

  • Keep records of out-going orders.

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

Technologies & Software

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

Alternative Job Titles