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Automation Risk Analysis

Will “Technical Consultant” be Automated?

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AI Exposure Risk

55%

“Technical Consultant” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Technical Consultant” 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 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

Avg. Annual Salary $111,960
Avg. Hourly Wage $53.83
Available Jobs (US) 497,800
Job Title & Hierarchy Code (SOC) Computer Systems Analysts #15-1211
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Systems Analysts”

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Core Skills & Abilities

  • Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

  • Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

  • Recommend new equipment or software packages.

  • Train staff and users to work with computer systems and programs.

  • Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

  • Expand or modify system to serve new purposes or improve work flow.

  • Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

  • Specify inputs accessed by the system and plan the distribution and use of the results.

  • Develop, document, and revise system design procedures, test procedures, and quality standards.

  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

  • Consult with management to ensure agreement on system principles.

  • Assess the usefulness of pre-developed application packages and adapt them to a user environment.

  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

  • Determine computer software or hardware needed to set up or alter systems.

  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

  • Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

  • Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

Technologies & Software

  • Voice over internet protocol VoIP system software
  • ChatGPT (OpenAI)
  • Oracle Business Intelligence Enterprise Edition
  • Oracle Application Server
  • Perforce Helix software
  • Usability testing software
  • JavaScript
  • Atlassian Bamboo
  • Wireshark
  • Fund accounting software
  • Data conversion software
  • Adobe Illustrator
  • Apache Struts
  • Python
  • Regression testing software
  • Oracle JavaServer Pages JSP
  • Personal computer diagnostic software
  • Transact-SQL
  • Microsoft Azure software
  • Adobe Photoshop
  • Apache Kafka
  • jQuery
  • Oracle Java
  • Apache Spark
  • Microsoft Project
  • Shell script
  • IBM SPSS Statistics
  • SAP Adaptive Server Enterprise
  • InstallShield
  • Web server software
  • The MathWorks MATLAB
  • Oracle Fusion Middleware
  • Microsoft ActiveX
  • Wise Solutions Wise for Windows Installer
  • Apache Pig
  • Hibernate ORM
  • Objective C
  • Swift
  • FileMaker Pro
  • Microsoft SharePoint
  • Devin (Cognition AI)
  • Eclipse IDE
  • SpectraQuest
  • Ansible software
  • Snort
  • Microsoft Dynamics
  • Geographic information system GIS software
  • Go
  • Mistral (Mistral AI)
  • ServiceNow
  • Oracle Fusion Applications
  • SAP Business Objects
  • Stac Software ReachOut
  • Oracle Hyperion
  • Microsoft SQL Server Integration Services SSIS
  • Microsoft Excel
  • Microsoft Visual C# .NET
  • Ruby
  • SAP NetWeaver BW
  • Adobe ColdFusion
  • Oracle WebLogic Server
  • Embarcadero JBuilder
  • Quest Erwin Data Modeler
  • Rapide
  • Ext JS
  • Amazon Simple Storage Service S3
  • C++
  • IBM Rational Rose XDE
  • Veritas NetBackup
  • Advanced business application programming ABAP
  • Microsoft Visual Basic for Applications VBA
  • Mistral AI (chat/models)
  • Oracle Solaris
  • Microsoft Publisher
  • NetSuite ERP
  • Slack
  • Operating system software
  • Defect tracking software
  • Blink
  • Microsoft Office software
  • Oracle JDBC
  • Informatica Corporation PowerCenter
  • IBM DB2
  • Time sharing option TSO software
  • Google Antigravity
  • Requirements management software
  • C
  • Ubuntu
  • Microsoft Teams
  • SAS
  • OpenAI ChatGPT
  • Structured query language SQL
  • Grok (xAI)
  • CrossTec NetOp Remote Control
  • Teradata Database
  • Apache Tomcat
  • Apache Maven
  • Microsoft Windows Server
  • LAMP Stack
  • Microsoft Visual Basic
  • Recovery testing software
  • SAP BusinessObjects Desktop Intelligence
  • Perplexity AI
  • Dassault Systemes CATIA
  • Scala
  • Oracle Database
  • v0 by Vercel
  • Apache Subversion SVN
  • Citrix cloud computing software
  • Microsoft Windows
  • Enterprise JavaBeans
  • SAP NetWeaver
  • Jupyter Notebook
  • Skype
  • IBM Domino
  • Extensible hypertext markup language XHTML
  • Oracle PeopleSoft
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Access management software
  • IBM InfoSphere DataStage
  • Bolt.new
  • PHP
  • Adobe Dreamweaver
  • DeepSeek
  • Functional testing software
  • Microsoft .NET Framework
  • Flow chart software
  • Microsoft Access
  • SAP Master Data Management MDM
  • Blackbaud The Raiser's Edge
  • Backbone.js
  • Tax software
  • Verilog
  • Electronic design automation EDA software
  • Medical procedure coding software
  • Oracle E-Business Suite Financials
  • Dynamic analysis software
  • React
  • Job control language JCL
  • Linux
  • Google Angular
  • Structure prediction software
  • Codeium
  • StataCorp Stata
  • Computer aided design and drafting CADD software
  • Apache Hadoop
  • Dynamic hypertext markup language DHTML
  • Cascading style sheets CSS
  • KornShell
  • Elasticsearch
  • Atlassian JIRA
  • Business intelligence system software
  • Microsoft Word
  • Element management software
  • Gemini (Google)
  • GitHub Copilot
  • Integration testing software
  • Virus scanning software
  • SAP ERP
  • Omni Group OmniGraffle
  • MicroStrategy
  • Qlik Tech QlikView
  • Microsoft SQL Server Reporting Services SSRS
  • Splunk Enterprise
  • Formula translation/translator FORTRAN
  • Healthcare common procedure coding system HCPCS
  • Common business oriented language COBOL
  • Smalltalk
  • Oracle Business Intelligence Suite
  • Ruby on Rails
  • Hypertext markup language HTML
  • IBM Rational ClearCase
  • Microsoft SQL Server
  • UNIX Shell
  • Perl
  • YouTube
  • Migration testing software
  • NoSQL
  • Remote control software
  • Microsoft Power BI
  • OrCAD Capture
  • Sun Microsystems Sun ONE
  • Oracle JD Edwards EnterpriseOne
  • WebFOCUS
  • Blackboard software
  • Human resource management software HRMS
  • Amazon CodeWhisperer
  • HyperSpace
  • Oracle PeopleSoft Financials
  • Microsoft Team Foundation Server
  • AJAX
  • LexisNexis
  • Unit testing software
  • Virtual private networking VPN software
  • Amazon Redshift
  • Bash
  • Cisco Systems CiscoWorks
  • Automated installation software
  • Git
  • J
  • Test design software
  • Amazon DynamoDB
  • AcmeStudio
  • Salesforce Visualforce
  • Docker
  • Test implementation software
  • Oracle Eloqua
  • Atlassian Confluence
  • PostgreSQL
  • Kimi (Moonshot AI)
  • Symantec pcAnywhere
  • R
  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle Master Data Management MDM Suite
  • Slido interaction software
  • Qwen (Alibaba)
  • JUnit
  • Software distribution software
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • Network intrusion prevention systems NIPS
  • Google Analytics
  • Integrated development environment IDE software
  • Microsoft ASP.NET Core MVC
  • Symantec Visual Cafe
  • Oracle SQL Developer
  • Nova (Amazon)
  • MySQL
  • Interoperability testing software
  • Mutation testing software
  • Cursor AI
  • Claude (Anthropic)
  • System and data disaster recovery software
  • Software asset management SAM software
  • Microsoft Visual Studio
  • IBM Notes
  • Django
  • Static analysis software
  • Version control software
  • System testing software
  • Hewlett Packard LoadRunner
  • Amazon Web Services AWS software
  • Apache Ant
  • Architecture description language ADL
  • Lovable.dev
  • Microsoft ASP.NET
  • Spring Boot
  • ADP Workforce Now
  • Oracle PL/SQL
  • Delphi Technology
  • Epic Systems
  • Google Docs
  • Apache Groovy
  • Red Hat WildFly
  • Amazon Elastic Compute Cloud EC2
  • Oracle Taleo
  • Application management software
  • Ada
  • Apple macOS
  • Apache Solr
  • Cisco Webex
  • Adobe ActionScript
  • Security testing software
  • NortonLifeLock cybersecurity software
  • Distributed component object model DCOM software
  • Adobe Acrobat
  • Medical condition coding software
  • UNIX
  • Tabnine
  • Minitab
  • IBM Rational ClearQuest
  • Supervisory control and data acquisition SCADA software
  • Microsoft Internet Information Services (IIS)
  • VMware
  • Selenium
  • C#
  • Red Hat OpenShift
  • Customer information control system CICS
  • Amazon Web Services AWS CloudFormation
  • IBM Power Systems software
  • Microsoft Visio
  • GitHub
  • Compatibility testing software
  • MongoDB
  • IBM Cognos Impromptu
  • Active directory software
  • McAfee
  • Patch and update management software
  • Systems and application deployment and migration software
  • Drupal
  • SAP software
  • Puppet
  • Marketo Marketing Automation
  • ESRI ArcGIS software
  • Spring Framework
  • Oracle Cloud software
  • Nagios
  • MEDITECH software
  • Diagramming software
  • Microsoft Active Server Pages ASP
  • National Instruments LabVIEW
  • Relational database management software
  • Node.js
  • Load testing software
  • Microsoft Dynamics GP
  • Apache Cassandra
  • Microsoft Visual Basic.NET
  • Hewlett Packard HP-UX
  • Microsoft PowerPoint
  • IBM WebSphere
  • Microsoft PowerShell
  • Unified modeling language UML
  • Adobe Flex
  • Apache Hive
  • Microsoft Outlook
  • Extensible markup language XML
  • Component object model COM software
  • Llama (Meta)
  • Popkin System Architect
  • Apache HTTP Server
  • Stress testing software
  • Salesforce software
  • Eiffel
  • Microsoft Exchange
  • SAP Crystal Reports
  • Red Hat Enterprise Linux
  • Database software
  • 3M Post-it App
  • Help desk software
  • Tableau
  • JavaScript Object Notation JSON
  • Microsoft Visual FoxPro
  • Oracle Primavera Enterprise Project Portfolio Management
  • Gemini Code Assist
  • Cost estimating software
  • IBM Rational PurifyPlus
  • Chef
  • Personal digital assistants PDA
  • Notebook computers
  • Desktop computers
  • Mainframe computers

Alternative Job Titles