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Automation Risk Analysis

Will “Hub Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Hub Associate” 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

38%

“Hub Associate” 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 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Customer Service Representatives, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Interact with customers to provide basic or scripted information in response to routine inquiries about products and services. May handle and resolve general complaints. Excludes individuals whose duties are primarily installation, sales, repair, and technical support.

Avg. Annual Salary $45,380
Avg. Hourly Wage $21.82
Available Jobs (US) 2,725,930
Job Title & Hierarchy Code (SOC) Customer Service Representatives #43-4051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Customer Service Representatives”

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Core Skills & Abilities

  • Determine charges for services requested, collect deposits or payments, or arrange for billing.

  • Review insurance policy terms to determine whether a particular loss is covered by insurance.

  • Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.

  • Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.

  • Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.

  • Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.

  • Solicit sales of new or additional services or products.

  • Check to ensure that appropriate changes were made to resolve customers' problems.

  • Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.

  • Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.

  • Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.

  • Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.

  • Refer unresolved customer grievances to designated departments for further investigation.

Technologies & Software

  • eStara Softphone
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  • Sage MAS 200 ERP
  • Timpani Email
  • Data entry software
  • Poll Everywhere
  • Oracle Database
  • Adobe Photoshop
  • Llama (Meta)
  • Facebook
  • GroupMe
  • Customer service and support software
  • Customer account management software
  • Intuit QuickBooks
  • j2 Global Communications onebox
  • Perplexity AI
  • SAP Crystal Reports
  • Qwen (Alibaba)
  • FaceTime
  • Slack
  • Medical procedure coding software
  • ShoreTel
  • UiPath (RPA + AI)
  • LexisNexis
  • IBM Cognos Impromptu
  • Salesforce.com Salesforce CRM
  • Human resource management software HRMS
  • Medical condition coding software
  • Yardi software
  • SugarSync
  • Tax software
  • Database software
  • Virtual private networking VPN software
  • Handheld computer device software
  • Claude (Anthropic)
  • Adobe Creative Cloud software
  • Nearpod
  • Timpani Contact Center
  • Skype
  • Social media sites
  • Adobe Acrobat
  • Microsoft Dynamics
  • DeepSeek
  • Austin Logistics CallSelect
  • Gemini for Workspace
  • Customer relationship management CRM software
  • Open Text Fax Server, RightFax Edition
  • Microsoft Exchange
  • Customer service knowledge generation software
  • Telemation e-CRM
  • Padlet
  • Citrix cloud computing software
  • Microsoft SharePoint
  • IBM Domino
  • Dropbox
  • Kimi (Moonshot AI)
  • DSC Pacer Interactive Voice Response System
  • NetSuite ERP
  • Stamps.com software
  • Microsoft Office software
  • Microsoft Outlook
  • Fund accounting software
  • Astute Solutions PowerCenter
  • Healthcare common procedure coding system HCPCS
  • Customer complaint ticketing management software
  • McAfee
  • LogMeIn GoToMeeting
  • Microsoft Excel
  • Multi-channel contact center software
  • SAP software
  • Sales force automation software
  • Voice over internet protocol VoIP system software
  • SAP Business Objects
  • Notion AI
  • Oracle Taleo
  • MEDITECH software
  • Austin Logistics Valeo
  • Kronos Workforce Timekeeper
  • Active Data Online WebChat
  • Blackbaud The Raiser's Edge
  • Microsoft Internet Explorer
  • Oracle PeopleSoft
  • Microsoft OneNote
  • IBM Notes
  • Oracle JD Edwards EnterpriseOne
  • Timpani Chat
  • Mistral (Mistral AI)
  • Microsoft Teams
  • FileMaker Pro
  • Avidian Technologies Prophet
  • ADP Workforce Now
  • Lynk Everest
  • YouTube
  • IBM Power Systems software
  • NortonLifeLock cybersecurity software
  • Oracle E-Business Suite Financials
  • Otter.ai
  • Microsoft Word
  • Google Meet
  • Apple macOS
  • Zoom
  • Microsoft PowerPoint
  • iShip
  • Google Drive
  • Microsoft Access
  • Salesforce software
  • Unified messaging software
  • Nova (Amazon)
  • Applied Systems Vision
  • Microsoft Dynamics GP
  • Grammarly AI
  • Grok (xAI)
  • Airtable
  • Parature eRealtime
  • Gemini (Google)
  • LinkedIn
  • Apple Keynote
  • Microsoft Windows
  • AS/400 Database
  • Parature eTicket
  • Austin Logistics CallTech
  • Main Street Softworks Monetra
  • Adobe Illustrator
  • ChatGPT (OpenAI)
  • Hosted Support ezSupport Pro
  • Microsoft Publisher
  • Microsoft Copilot
  • Napkin AI
  • Google Docs
  • Zapier AI
  • Delphi Technology
  • Google Sites
  • Voice broadcasting systems
  • Wireless telephone headsets
  • Scanners
  • Autodialing systems
  • Wireless telephone systems
  • Cash registers
  • Calling line identification equipment
  • Personal digital assistants PDA
  • Global positioning system GPS receivers
  • Automatic call distribution ACD system
  • On hold players
  • Dialed number identification systems DNIS
  • Predictive dialers
  • Multi-line telephone systems
  • Desktop computers

Alternative Job Titles