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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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Recommend new equipment or software packages.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles