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Automation Risk Analysis

Will “Marking Grocery Clerk” be Automated?

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AI Exposure Risk

52%

“Marking Grocery 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%

“Marking Grocery 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

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

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

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

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

  • 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.

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

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

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

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

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

  • Transport packages to customers' vehicles.

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

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

  • Keep records of out-going orders.

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

  • Operate equipment such as forklifts.

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

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

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

  • Complete order receipts.

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

  • Clean display cases, shelves, and aisles.

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

  • Compute prices of items or groups of items.

  • Pack customer purchases in bags or cartons.

  • Obtain merchandise from bins or shelves.

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

  • 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.

Technologies & Software

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

Alternative Job Titles