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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

  • 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.

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

  • 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.

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend new equipment or software packages.

  • 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.

Technologies & Software

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

Alternative Job Titles