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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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • 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.

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

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

  • Recommend new equipment or software packages.

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles