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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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles