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Automation Risk Analysis

Will “Toolroom Clerk” be Automated?

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AI Exposure Risk

52%

“Toolroom Clerk” 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%

“Toolroom Clerk” 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

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

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

  • Operate equipment such as forklifts.

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

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

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

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

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

  • Obtain merchandise from bins or shelves.

  • Complete order receipts.

  • Compute prices of items or groups of items.

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

  • Clean display cases, shelves, and aisles.

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

  • Transport packages to customers' vehicles.

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

  • 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.

  • 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.

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

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

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

  • Keep records of out-going orders.

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

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

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

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

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

  • Pack customer purchases in bags or cartons.

Technologies & Software

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

Alternative Job Titles