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Automation Risk Analysis

Will “Account Adjuster” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Account 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%

“Account 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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles