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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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Oversee the daily performance of computer systems.

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

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

Technologies & Software

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  • Autodesk Revit
  • Apple Final Cut Pro
  • MySQL
  • Schoology
  • Domain name system DNS
  • Slack
  • ServiceNow
  • Zoom
  • Blink
  • Ubuntu
  • SmugMug Flickr
  • Adobe Illustrator
  • IBM Cognos Impromptu
  • JavaScript
  • Amazon Web Services AWS software
  • Apache Groovy
  • Apache Pig
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Teams
  • Common business oriented language COBOL
  • Symantec LiveState
  • Bash
  • Lovable.dev
  • Encryption software
  • Microsoft Dynamics
  • Information systems integration software
  • Oracle Primavera Enterprise Project Portfolio Management
  • Microsoft Access
  • Supervisory control and data acquisition SCADA software
  • Apache HTTP Server
  • KornShell
  • AJAX
  • Bolt.new
  • Enterprise JavaBeans
  • SAP Business Objects
  • Veritas NetBackup
  • Calendar and scheduling software
  • Apple macOS
  • Node.js
  • Ruby
  • Remote install server software
  • UNIX Shell
  • Microsoft Publisher
  • Microsoft SharePoint
  • National Instruments LabVIEW
  • Operating system monitoring software
  • Microsoft Visual Studio
  • IBM WebSphere
  • 3M Post-it App
  • License management software
  • Facebook
  • Oracle WebLogic Server
  • Personal computer diagnostic software
  • Microsoft ActiveX
  • Quest Erwin Data Modeler
  • Citrix cloud computing software
  • Oracle Database
  • LogMeIn GoToWebinar
  • Apache Hadoop
  • Apache Solr
  • Data entry software
  • UNIX
  • Docker
  • Dartware InterMapper
  • LexisNexis
  • Nagios
  • Red Hat Enterprise Linux
  • Eclipse IDE
  • GitHub
  • Linux
  • Microsoft SQL Server Integration Services SSIS
  • Apache Kafka
  • IBM Domino
  • Oracle Taleo
  • Epic Systems
  • Oracle JDBC
  • Disaster recovery software
  • Remote control software
  • Qwen (Alibaba)
  • Chef
  • Password management software
  • Gemini (Google)
  • Database software
  • Microsoft SQL Server
  • Django
  • Adobe InDesign
  • Lucid IQ CMP
  • Configuration management software
  • Microsoft OneNote
  • Salesforce Visualforce
  • Microsoft Visio
  • IBM Notes
  • Adobe Photoshop
  • Salesforce software
  • JUnit
  • Oracle Java
  • Oracle PeopleSoft
  • GitHub Copilot
  • SAP software
  • Codeium
  • Call center software
  • Oracle E-Business Suite Financials
  • Help desk software
  • Red Hat WildFly
  • Microsoft Visual Basic Scripting Edition VBScript
  • Media storage management software
  • Microsoft Project
  • PHP
  • jQuery
  • Apache Maven
  • JavaScript Object Notation JSON
  • Geographic information system GIS software
  • Shell script
  • Ruby on Rails
  • Google Docs
  • Drupal
  • Operating system software
  • Cascading style sheets CSS
  • Active directory software
  • Patch management software
  • C
  • Flipgrid
  • Apache Ant
  • Hewlett Packard LoadRunner
  • Oracle Hyperion
  • Nearpod
  • Oracle Solaris
  • Apache Cassandra
  • Microsoft PowerPoint
  • Google Drive
  • Apache Hive
  • PostgreSQL
  • Stac Software ReachOut
  • MicroStrategy
  • Oracle Fusion Applications
  • Extensible hypertext markup language XHTML
  • IBM Power Systems software
  • Perl
  • Puppet
  • McAfee
  • Element management software
  • Bentley MicroStation
  • Mistral AI (chat/models)
  • Microsoft Windows Pre-installation Environment
  • Adobe Creative Cloud software
  • LogMeIn GoToMeeting
  • Mac HelpMate
  • Qlik Tech QlikView
  • Microsoft Outlook
  • Blackboard software
  • Adobe Acrobat
  • Objective C
  • Microsoft ASP.NET
  • Advanced business application programming ABAP
  • Swift
  • Skype
  • VMware
  • NoSQL
  • Sage 50 Accounting
  • Oracle Fusion Middleware
  • MongoDB
  • Microsoft Word
  • Dynamic hypertext markup language DHTML
  • Grok (xAI)
  • Marketo Marketing Automation
  • FileMaker Pro
  • Unified modeling language UML
  • Job control language JCL
  • Microsoft Volume Shadow Copy Service
  • Voice over internet protocol VoIP system software
  • Enterprise resource planning ERP software
  • Perforce Helix software
  • Google Sites
  • Google Angular
  • Relational database management software
  • Adobe Distiller
  • Poll Everywhere
  • Customer information control system CICS
  • Hypertext markup language HTML
  • Git
  • MEDITECH software
  • LAMP Stack
  • Microsoft .NET Framework
  • v0 by Vercel
  • Cisco IOS
  • Automated installation software
  • The MathWorks MATLAB
  • Autodesk AutoCAD
  • Moodle
  • Structured query language SQL
  • Microsoft Active Directory
  • Fund accounting software
  • Google Classroom
  • Perplexity AI
  • Symantec pcAnywhere
  • Google Meet
  • Seesaw
  • Gemini Code Assist
  • Microsoft Windows
  • Ext JS
  • Hibernate ORM
  • Dropbox
  • Spring Boot
  • IBM InfoSphere DataStage
  • Python
  • Dassault Systemes SolidWorks
  • Atlassian JIRA
  • StataCorp Stata
  • NetSuite ERP
  • Transact-SQL
  • Kimi (Moonshot AI)
  • Devin (Cognition AI)
  • Desktop partitioning software
  • Event log monitor software
  • ParentSquare
  • Hewlett Packard HP-UX
  • Amazon Redshift
  • YouTube
  • Splunk Enterprise
  • Apple iOS
  • Microsoft Dynamics GP
  • Amazon CodeWhisperer
  • Llama (Meta)
  • Teradata Database
  • Defect tracking software
  • Cursor AI
  • Atlassian Confluence
  • Trimble SketchUp Pro
  • Google Android
  • ESRI ArcGIS software
  • Tableau
  • NortonLifeLock cybersecurity software
  • Symantec Norton Utilities
  • Mistral (Mistral AI)
  • Microsoft Active Server Pages ASP
  • Oracle PL/SQL
  • Extensible markup language XML
  • Deployment software
  • Microsoft SQL Server Reporting Services SSRS
  • Atlassian Bamboo
  • Claude (Anthropic)
  • Microsoft ASP.NET Core MVC
  • Oracle JavaServer Pages JSP
  • CrossTec NetOp Remote Control
  • Apache Subversion SVN
  • Network directory services software
  • Delphi Technology
  • Elasticsearch
  • Microsoft Visual Basic
  • Ansible software
  • Google Antigravity
  • Adobe ActionScript
  • Apache Tomcat
  • Oracle Business Intelligence Enterprise Edition
  • Adobe Dreamweaver
  • iPro
  • Microsoft Office software
  • C++
  • C#
  • Microsoft Azure software
  • Firewall software
  • Microsoft Excel
  • Software asset management SAM software
  • SolarWinds
  • Migration software
  • Cisco Webex
  • Spring Framework
  • Virus scanning software
  • Internet browser software
  • Wireshark
  • Tax software
  • Virtual private networking VPN software
  • Apache Struts
  • Integrated development environment IDE software
  • DeepSeek
  • Human resource management software HRMS
  • Tabnine
  • SAS
  • Nova (Amazon)
  • Microsoft Windows Server
  • Microsoft Exchange
  • Microsoft Visual Basic for Applications VBA
  • Microsoft PowerShell
  • Notebook computers
  • Reflectometers
  • Desktop computers
  • Network analyzers
  • Power meters
  • Digital tapes
  • Punchdown tools
  • Redundant array of independent disks RAID systems
  • Multi-line telephone systems
  • MS-DOS-bootable disks
  • Computer tool kits
  • Mainframe computers
  • Screwdrivers
  • Wire crimpers

Alternative Job Titles