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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

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

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

  • Solicit sales of new or additional services or products.

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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  • Sage MAS 200 ERP
  • Nearpod
  • Citrix cloud computing software
  • MEDITECH software
  • Adobe Illustrator
  • Healthcare common procedure coding system HCPCS
  • Microsoft Access
  • Oracle Taleo
  • Delphi Technology
  • SAP Business Objects
  • Google Drive
  • Google Docs
  • j2 Global Communications onebox
  • Gemini (Google)
  • Microsoft Word
  • Parature eTicket
  • YouTube
  • iShip
  • Oracle JD Edwards EnterpriseOne
  • Timpani Chat
  • Database software
  • Microsoft Windows
  • Avidian Technologies Prophet
  • Microsoft PowerPoint
  • LogMeIn GoToMeeting
  • Customer relationship management CRM software
  • Applied Systems Vision
  • Claude (Anthropic)
  • Microsoft Copilot
  • ADP Workforce Now
  • Oracle Database
  • Microsoft Dynamics
  • Microsoft Outlook
  • Microsoft Dynamics GP
  • Mistral (Mistral AI)
  • Microsoft Office software
  • Customer service and support software
  • Grok (xAI)
  • LinkedIn
  • Microsoft SharePoint
  • Timpani Contact Center
  • Stamps.com software
  • McAfee
  • Adobe Photoshop
  • Salesforce software
  • Multi-channel contact center software
  • Google Meet
  • Microsoft Excel
  • Facebook
  • Skype
  • Intuit QuickBooks
  • Customer service knowledge generation software
  • ChatGPT (OpenAI)
  • SugarSync
  • Unified messaging software
  • Sales force automation software
  • Astute Solutions PowerCenter
  • NetSuite ERP
  • Microsoft Exchange
  • IBM Notes
  • Microsoft Publisher
  • LexisNexis
  • Slack
  • Main Street Softworks Monetra
  • Google Sites
  • GroupMe
  • Adobe Acrobat
  • Blackbaud The Raiser's Edge
  • Padlet
  • Customer complaint ticketing management software
  • Voice over internet protocol VoIP system software
  • Notion AI
  • Customer account management software
  • Zapier AI
  • DSC Pacer Interactive Voice Response System
  • Microsoft OneNote
  • Poll Everywhere
  • Dropbox
  • Nova (Amazon)
  • Austin Logistics CallSelect
  • Adobe Creative Cloud software
  • Handheld computer device software
  • Gemini for Workspace
  • Microsoft Teams
  • Open Text Fax Server, RightFax Edition
  • Otter.ai
  • Active Data Online WebChat
  • SAP Crystal Reports
  • Napkin AI
  • IBM Cognos Impromptu
  • Parature eRealtime
  • Medical procedure coding software
  • Apple macOS
  • Kimi (Moonshot AI)
  • Medical condition coding software
  • Hosted Support ezSupport Pro
  • Kronos Workforce Timekeeper
  • SAP software
  • Tax software
  • Human resource management software HRMS
  • UiPath (RPA + AI)
  • Oracle PeopleSoft
  • eStara Softphone
  • FaceTime
  • Lynk Everest
  • Perplexity AI
  • NortonLifeLock cybersecurity software
  • Virtual private networking VPN software
  • ShoreTel
  • Microsoft Internet Explorer
  • Yardi software
  • Timpani Email
  • Qwen (Alibaba)
  • Airtable
  • FileMaker Pro
  • Sage 50 Accounting
  • Social media sites
  • AS/400 Database
  • Data entry software
  • Oracle E-Business Suite Financials
  • DeepSeek
  • Telemation e-CRM
  • Salesforce.com Salesforce CRM
  • Austin Logistics Valeo
  • IBM Power Systems software
  • Zoom
  • IBM Domino
  • Grammarly AI
  • Multi-line telephone systems
  • Predictive dialers
  • On hold players
  • Dialed number identification systems DNIS
  • Voice broadcasting systems
  • Wireless telephone systems
  • Personal digital assistants PDA
  • Automatic call distribution ACD system
  • Desktop computers
  • Calling line identification equipment
  • Autodialing systems
  • Cash registers
  • Scanners
  • Wireless telephone headsets
  • Global positioning system GPS receivers

Alternative Job Titles