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Automation Risk Analysis

Will “Customer Complaints Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Customer Complaints Clerk” 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%

“Customer Complaints Clerk” 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

  • 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.

  • 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.

  • Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.

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

  • 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.

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

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

  • 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.

Technologies & Software

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  • Grok (xAI)
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  • LinkedIn
  • Yardi software
  • Poll Everywhere
  • Medical procedure coding software
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  • Kronos Workforce Timekeeper
  • eStara Softphone
  • j2 Global Communications onebox
  • Citrix cloud computing software
  • Google Drive
  • Nova (Amazon)
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  • Astute Solutions PowerCenter
  • Adobe Acrobat
  • Timpani Email
  • Unified messaging software
  • Customer relationship management CRM software
  • Customer account management software
  • Oracle Taleo
  • Notion AI
  • Gemini (Google)
  • Microsoft Excel
  • Adobe Photoshop
  • Parature eRealtime
  • Zapier AI
  • Google Sites
  • Microsoft Teams
  • Napkin AI
  • Timpani Chat
  • Human resource management software HRMS
  • Active Data Online WebChat
  • Microsoft OneNote
  • Claude (Anthropic)
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  • Delphi Technology
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  • Grammarly AI
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  • Skype
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  • Mistral (Mistral AI)
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  • Multi-channel contact center software
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  • FaceTime
  • Microsoft Internet Explorer
  • Padlet
  • Oracle Database
  • Applied Systems Vision
  • IBM Cognos Impromptu
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  • Open Text Fax Server, RightFax Edition
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  • FileMaker Pro
  • SAP Business Objects
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  • SAP software
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  • On hold players
  • Scanners
  • Dialed number identification systems DNIS
  • Automatic call distribution ACD system
  • Desktop computers
  • Wireless telephone systems
  • Multi-line telephone systems

Alternative Job Titles