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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

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

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

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

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

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

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

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

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

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

  • Keep records of out-going orders.

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

  • Pack customer purchases in bags or cartons.

  • Transport packages to customers' vehicles.

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

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

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

  • Complete order receipts.

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

  • Compute prices of items or groups of items.

  • Operate equipment such as forklifts.

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

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

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

  • Obtain merchandise from bins or shelves.

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

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

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

  • Clean display cases, shelves, and aisles.

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

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

Technologies & Software

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

Alternative Job Titles