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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

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

  • 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.

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

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

  • Consult with management to ensure agreement on system principles.

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

  • 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.

  • 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.

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

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

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

  • 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.

  • 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.

  • Recommend new equipment or software packages.

  • 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.

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

Technologies & Software

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

Alternative Job Titles