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Automation Risk Analysis

Will “Customer Liaison” be Automated?

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AI Exposure Risk

60%

“Customer Liaison” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Customer Liaison” 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 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer User Support Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide technical assistance to computer users. Answer questions or resolve computer problems for clients in person, via telephone, or electronically. May provide assistance concerning the use of computer hardware and software, including printing, installation, word processing, electronic mail, and operating systems.

Avg. Annual Salary $64,990
Avg. Hourly Wage $31.25
Available Jobs (US) 697,210
Job Title & Hierarchy Code (SOC) Computer User Support Specialists #15-1232
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer User Support Specialists”

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Core Skills & Abilities

  • Conduct office automation feasibility studies, including workflow analysis, space design, or cost comparison analysis.

  • Prepare evaluations of software or hardware, and recommend improvements or upgrades.

  • Set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.

  • Inspect equipment and read order sheets to prepare for delivery to users.

  • Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.

  • Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.

  • Oversee the daily performance of computer systems.

  • Read trade magazines and technical manuals, or attend conferences and seminars to maintain knowledge of hardware and software.

  • Develop training materials and procedures, or train users in the proper use of hardware or software.

  • Refer major hardware or software problems or defective products to vendors or technicians for service.

  • Enter commands and observe system functioning to verify correct operations and detect errors.

  • Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.

  • Hire, supervise, and direct workers engaged in special project work, problem-solving, monitoring, and installation of data communication equipment and software.

  • Modify and customize commercial programs for internal needs.

  • Confer with staff, users, and management to establish requirements for new systems or modifications.

  • Answer user inquiries regarding computer software or hardware operation to resolve problems.

Technologies & Software

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  • Autodesk Revit
  • Skype
  • Node.js
  • Grok (xAI)
  • Autodesk AutoCAD
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  • Google Classroom
  • Apache Hive
  • Microsoft Windows Pre-installation Environment
  • Apple macOS
  • Chef
  • Apache Kafka
  • NoSQL
  • Help desk software
  • iPro
  • Job control language JCL
  • Enterprise JavaBeans
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  • jQuery
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  • Apache Solr
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  • MongoDB
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  • Hewlett Packard HP-UX
  • Apache Struts
  • Microsoft Publisher
  • GitHub
  • Google Drive
  • Microsoft Outlook
  • Microsoft Teams
  • Microsoft Exchange
  • Advanced business application programming ABAP
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  • Microsoft Windows
  • Ext JS
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  • Docker
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  • JavaScript Object Notation JSON
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  • SmugMug Flickr
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  • Eclipse IDE
  • Wireshark
  • Microsoft Visual Basic
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  • Spring Boot
  • Salesforce Visualforce
  • Salesforce software
  • Data entry software
  • Adobe Creative Cloud software
  • Microsoft Project
  • Oracle Business Intelligence Enterprise Edition
  • Microsoft Excel
  • Patch management software
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  • Microsoft Visual Studio
  • Cursor AI
  • Dassault Systemes CATIA
  • C++
  • Encryption software
  • Microsoft Office software
  • Microsoft SharePoint
  • Desktop partitioning software
  • JUnit
  • Microsoft SQL Server Integration Services SSIS
  • Bash
  • Splunk Enterprise
  • Oracle PL/SQL
  • Microsoft Word
  • IBM InfoSphere DataStage
  • National Instruments LabVIEW
  • NetSuite ERP
  • Hewlett Packard LoadRunner
  • Apache Hadoop
  • LogMeIn GoToWebinar
  • YouTube
  • Mistral AI (chat/models)
  • Ubuntu
  • Adobe Illustrator
  • Domain name system DNS
  • StataCorp Stata
  • IBM WebSphere
  • SAP software
  • Google Docs
  • CrossTec NetOp Remote Control
  • Amazon Redshift
  • Event log monitor software
  • VMware
  • Microsoft SQL Server Reporting Services SSRS
  • Mistral (Mistral AI)
  • Apple Final Cut Pro
  • Oracle Solaris
  • Microsoft Windows Server
  • Oracle JavaServer Pages JSP
  • Microsoft PowerShell
  • Linux
  • Enterprise resource planning ERP software
  • Microsoft Visio
  • Blink
  • Extensible markup language XML
  • Oracle Java
  • Symantec Norton Utilities
  • Adobe Acrobat
  • LogMeIn GoToMeeting
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  • GitHub Copilot
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  • Atlassian JIRA
  • Codeium
  • Apache Cassandra
  • Adobe Photoshop
  • Apache Maven
  • Adobe Distiller
  • 3M Post-it App
  • Media storage management software
  • Llama (Meta)
  • Microsoft Active Server Pages ASP
  • Apache HTTP Server
  • Structured query language SQL
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  • JavaScript
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  • The MathWorks MATLAB
  • Cisco Webex
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  • Adobe InDesign
  • Microsoft .NET Framework
  • Apple iOS
  • Dynamic hypertext markup language DHTML
  • Red Hat Enterprise Linux
  • Oracle WebLogic Server
  • Integrated development environment IDE software
  • McAfee
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  • Apache Ant
  • Dassault Systemes SolidWorks
  • Microsoft Visual Basic for Applications VBA
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  • Oracle Database
  • Poll Everywhere
  • IBM Domino
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  • Google Android
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Alternative Job Titles