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Automation Risk Analysis

Will “Data Processing Systems Analyst” be Automated?

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AI Exposure Risk

55%

“Data Processing Systems Analyst” 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 Analyst” 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

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

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

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

  • 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.

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • 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.

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

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

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

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

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

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

  • Recommend new equipment or software packages.

  • Consult with management to ensure agreement on system principles.

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

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

Technologies & Software

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

Alternative Job Titles