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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

  • Transport packages to customers' vehicles.

  • 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.

  • Operate equipment such as forklifts.

  • Obtain merchandise from bins or shelves.

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

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

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

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

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

  • Complete order receipts.

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

  • Compute prices of items or groups of items.

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

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

  • 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.

  • Keep records of out-going orders.

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

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

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

  • 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.

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

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

  • Clean display cases, shelves, and aisles.

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

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

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

  • Pack customer purchases in bags or cartons.

Technologies & Software

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

Alternative Job Titles