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Automation Risk Analysis

Will “Traffic Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #679 of 702. Estimated risk: 98.0%

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AI Exposure Risk

53%

“Traffic Worker” 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%

“Traffic Worker” 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

  • 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.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles