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Automation Risk Analysis

Will “Bill Adjuster” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Bill 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%

“Bill 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

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles