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Automation Risk Analysis

Will “Label Maker” be Automated?

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AI Exposure Risk

52%

“Label Maker” 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%

“Label Maker” 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

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

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

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

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

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

  • Keep records of out-going orders.

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

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

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

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

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

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

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

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

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

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

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

  • Compute prices of items or groups of items.

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

  • Complete order receipts.

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

  • Operate equipment such as forklifts.

  • Obtain merchandise from bins or shelves.

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

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

  • Pack customer purchases in bags or cartons.

  • Clean display cases, shelves, and aisles.

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

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

  • Transport packages to customers' vehicles.

Technologies & Software

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

Alternative Job Titles