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Automation Risk Analysis

Will “Complaints Adjuster” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Complaints Adjuster” 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%

“Complaints Adjuster” 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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles