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Automation Risk Analysis

Will “Replenishment Associate” be Automated?

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AI Exposure Risk

52%

“Replenishment Associate” 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%

“Replenishment Associate” 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

  • Pack customer purchases in bags or cartons.

  • 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.

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

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

  • 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.

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

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

  • Obtain merchandise from bins or shelves.

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

  • Complete order receipts.

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

  • Keep records of out-going orders.

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

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

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

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

  • Operate equipment such as forklifts.

  • Compute prices of items or groups of items.

  • Clean display cases, shelves, and aisles.

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

  • Transport packages to customers' vehicles.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles