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Automation Risk Analysis

Will “Data Processing Systems Consultant” be Automated?

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AI Exposure Risk

55%

“Data Processing Systems 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%

“Data Processing Systems 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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

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

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

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

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

  • Recommend new equipment or software packages.

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

  • 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.

  • Consult with management to ensure agreement on system principles.

  • 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.

  • 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.

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

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

Technologies & Software

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