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Automation Risk Analysis

Will “Pricing Associate” be Automated?

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AI Exposure Risk

52%

“Pricing 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%

“Pricing 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

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

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

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

  • Pack customer purchases in bags or cartons.

  • Transport packages to customers' vehicles.

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

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

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

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

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

  • 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.

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

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

  • Operate equipment such as forklifts.

  • Obtain merchandise from bins or shelves.

  • 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.

  • Clean display cases, shelves, and aisles.

  • 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.

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

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

  • Complete order receipts.

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

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

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

  • Compute prices of items or groups of items.

  • Keep records of out-going orders.

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

Technologies & Software

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

Alternative Job Titles