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Automation Risk Analysis

Will “Produce Associate” be Automated?

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AI Exposure Risk

52%

“Produce 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%

“Produce 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.

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

  • Clean display cases, shelves, and aisles.

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

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

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

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

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

  • Operate equipment such as forklifts.

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

  • Keep records of out-going orders.

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

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

  • Transport packages to customers' vehicles.

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

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

  • Pack customer purchases in bags or cartons.

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

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

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

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

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

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

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

  • Obtain merchandise from bins or shelves.

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

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

  • Compute prices of items or groups of items.

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

  • Complete order receipts.

Technologies & Software

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

Alternative Job Titles