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Automation Risk Analysis

Will “Gearman” be Automated?

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AI Exposure Risk

52%

“Gearman” 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%

“Gearman” 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.

  • Operate equipment such as forklifts.

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

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

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

  • Clean display cases, shelves, and aisles.

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

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

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

  • 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.

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

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

  • Obtain merchandise from bins or shelves.

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

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

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

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

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

  • Complete order receipts.

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

  • Keep records of out-going orders.

  • Transport packages to customers' vehicles.

  • Pack customer purchases in bags or cartons.

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

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

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

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

  • Compute prices of items or groups of items.

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

Technologies & Software

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

Alternative Job Titles