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Automation Risk Analysis

Will “Claims Customer Service Representative (Claims CSR)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Claims Customer Service Representative (Claims CSR)” 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%

“Claims Customer Service Representative (Claims CSR)” 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.

  • 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.

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

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

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

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

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

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

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

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

  • Solicit sales of new or additional services or products.

Technologies & Software

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  • NetSuite ERP
  • Airtable
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  • Multi-channel contact center software
  • Apple Keynote
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  • Nearpod
  • Adobe Photoshop
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  • Microsoft Excel
  • LogMeIn GoToMeeting
  • Active Data Online WebChat
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  • Google Meet
  • Telemation e-CRM
  • Zoom
  • Otter.ai
  • Social media sites
  • IBM Domino
  • Open Text Fax Server, RightFax Edition
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  • IBM Cognos Impromptu
  • Skype
  • Microsoft Access
  • Hosted Support ezSupport Pro
  • FileMaker Pro
  • Oracle Taleo
  • Microsoft Office software
  • Google Sites
  • SAP Crystal Reports
  • Customer service knowledge generation software
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  • Google Docs
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  • Facebook
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  • Lynk Everest
  • Microsoft PowerPoint
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  • On hold players
  • Automatic call distribution ACD system
  • Desktop computers
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  • Wireless telephone systems
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  • Scanners
  • Predictive dialers
  • Calling line identification equipment
  • Voice broadcasting systems
  • Autodialing systems
  • Cash registers
  • Wireless telephone headsets

Alternative Job Titles