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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

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

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

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

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

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

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

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

  • Complete order receipts.

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

  • Clean display cases, shelves, and aisles.

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

  • 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.

  • Operate equipment such as forklifts.

  • Transport packages to customers' vehicles.

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

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

  • Pack customer purchases in bags or cartons.

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

  • 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.

  • Obtain merchandise from bins or shelves.

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

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

  • Compute prices of items or groups of items.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles