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Automation Risk Analysis

Will “Seasonal Associate” be Automated?

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AI Exposure Risk

52%

“Seasonal 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%

“Seasonal 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

  • 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.

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

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

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

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

  • Keep records of out-going orders.

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

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

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

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

  • Clean display cases, shelves, and aisles.

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

  • Obtain merchandise from bins or shelves.

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

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

  • Compute prices of items or groups of items.

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

  • 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.

  • Operate equipment such as forklifts.

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

  • Complete order receipts.

  • Transport packages to customers' vehicles.

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

  • Pack customer purchases in bags or cartons.

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

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

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

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

Technologies & Software

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

Alternative Job Titles