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Automation Risk Analysis

Will “Database Design Analyst” be Automated?

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AI Exposure Risk

55%

“Database Design 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%

“Database Design 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

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

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

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

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

  • 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.

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

  • 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.

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

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

  • Consult with management to ensure agreement on system principles.

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

  • Recommend new equipment or software packages.

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

Technologies & Software

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

Alternative Job Titles