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Automation Risk Analysis

Will “Distribution Team Member” be Automated?

Historical Context: Oxford Study (2013)

Ranked #679 of 702. Estimated risk: 98.0%

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AI Exposure Risk

53%

“Distribution Team Member” 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“Distribution Team Member” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Shipping, Receiving, and Inventory Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Verify and maintain records on incoming and outgoing shipments involving inventory. Duties include verifying and recording incoming merchandise or material and arranging for the transportation of products. May prepare items for shipment.

Avg. Annual Salary $44,890
Avg. Hourly Wage $21.58
Available Jobs (US) 857,630
Job Title & Hierarchy Code (SOC) Shipping, Receiving, and Inventory Clerks #43-5071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Shipping, Receiving, and Inventory Clerks”

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Core Skills & Abilities

  • Determine shipping methods, routes, or rates for materials to be shipped.

  • Deliver or route materials to departments using handtruck, conveyor, or sorting bins.

  • Record shipment data, such as weight, charges, space availability, damages, or discrepancies, for reporting, accounting, or recordkeeping purposes.

  • Requisition and store shipping materials and supplies to maintain inventory of stock.

  • Confer or correspond with establishment representatives to rectify problems, such as damages, shortages, or nonconformance to specifications.

  • Examine shipment contents and compare with records, such as manifests, invoices, or orders, to verify accuracy.

  • Compare shipping routes or methods to determine which have the least environmental impact.

  • Pack, seal, label, or affix postage to prepare materials for shipping, using hand tools, power tools, or postage meter.

  • Prepare documents, such as work orders, bills of lading, or shipping orders, to route materials.

  • Compute amounts, such as space available, shipping, storage, or demurrage charges, using computer or price list.

  • Contact carrier representatives to make arrangements or to issue instructions for shipping and delivery of materials.

Technologies & Software

  • Universal parcel shipping software
  • Microsoft Outlook
  • Mistral (Mistral AI)
  • Qwen (Alibaba)
  • Oracle JD Edwards EnterpriseOne
  • AES MailSTAR
  • Nova (Amazon)
  • Gemini (Google)
  • Microsoft Copilot
  • Kewill Compliance Partner
  • SAP software
  • Warehouse management system WMS
  • UPS WorldShip
  • Bill of lading software
  • ADi SmartBOL
  • Kewill Clippership
  • Microsoft PowerPoint
  • Inventory management systems
  • Notion AI
  • Microsoft Edge
  • Endicia Internet Postage
  • Microsoft Dynamics GP
  • FedEx Ship Manager
  • Otter.ai
  • Kewill Javelin Distribution Ship
  • Grok (xAI)
  • Apple Safari
  • Infor ERP Visual
  • DeepSeek
  • Varsity ShipSoft Supply Chain Execution Suite
  • MSR Visual Exporter
  • Dydacomp Mail Order Manager
  • Napkin AI
  • Inventory tracking software
  • Shipping and freight management software
  • UPS Intelliverse
  • Claude (Anthropic)
  • Freight+
  • ChatGPT (OpenAI)
  • Citrix cloud computing software
  • ShipWorks
  • Sage 50 Accounting
  • Perplexity AI
  • Laser Substrates PostalXport
  • Microsoft Word
  • Microsoft Excel
  • Grammarly AI
  • Precision TRA/X
  • Exact MAX
  • Pitney Bowes ShipStream Manager
  • Zapier AI
  • Harvey Software CPS
  • CMS Consultants WorldLink
  • MSR Visual Exporter Enterprise Integrator
  • DM2 Bills of Lading
  • Accuship Star System
  • UiPath (RPA + AI)
  • WindowBook Postal Package Partner
  • Llama (Meta)
  • Microsoft Office software
  • Kimi (Moonshot AI)
  • Electronic Data Interchange EDI systems
  • IBM Notes
  • Enterprise Systems RFID Data Management
  • Gemini for Workspace
  • Aestiva Purchase Order
  • Web browser software
  • FileMaker Pro
  • MSR Visual Exporter Document Library
  • Mozilla Firefox
  • Barcode labeling software
  • Radio frequency identification RFID devices
  • Shrink wrap packaging vacuums
  • Handheld scanners
  • Postage meters
  • Barcode printers
  • Pneumatic box staplers
  • Forklifts
  • High-speed/moving object scanning devices
  • Desktop computers
  • Taping machines
  • Package scales
  • Notebook computers
  • Reinforced tape dispensers
  • Hand trucks
  • Box cutters
  • Pillow packing machines
  • Fixed radio frequency identification device RFID readers
  • Handheld bar code scanners

Alternative Job Titles