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Automation Risk Analysis

Will “Adjustment Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Adjustment 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%

“Adjustment 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

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

  • 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.

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

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

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

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

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

  • Solicit sales of new or additional services or products.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles