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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.

  • 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.

  • Recommend new equipment or software packages.

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles