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Automation Risk Analysis

Will “Marker” be Automated?

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AI Exposure Risk

52%

“Marker” 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%

“Marker” 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

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

  • Complete order receipts.

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

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

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

  • Obtain merchandise from bins or shelves.

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

  • 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.

  • 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.

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

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

  • Transport packages to customers' vehicles.

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

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

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

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

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

  • Keep records of out-going orders.

  • Pack customer purchases in bags or cartons.

  • Operate equipment such as forklifts.

  • Clean display cases, shelves, and aisles.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles