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Automation Risk Analysis

Will “Transfer Worker” be Automated?

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AI Exposure Risk

52%

“Transfer Worker” 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%

“Transfer Worker” 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

  • Compute prices of items or groups of items.

  • Keep records of out-going orders.

  • Complete order receipts.

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

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

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

  • Transport packages to customers' vehicles.

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

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

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

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

  • Clean display cases, shelves, and aisles.

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

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

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

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

  • 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.

  • Obtain merchandise from bins or shelves.

  • Operate equipment such as forklifts.

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

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

  • Pack customer purchases in bags or cartons.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles