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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

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles