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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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles