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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

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

  • Recommend new equipment or software packages.

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles