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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

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

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

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

  • 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.

  • 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.

  • 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.

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

  • 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.

  • Solicit sales of new or additional services or products.

Technologies & Software

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

Alternative Job Titles