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Automation Risk Analysis

Will “Software Consultant” be Automated?

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AI Exposure Risk

55%

“Software 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%

“Software 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

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

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

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

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

  • 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.

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

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

  • Recommend new equipment or software packages.

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

Technologies & Software

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

Alternative Job Titles