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Automation Risk Analysis

Will “Database Analyst” be Automated?

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AI Exposure Risk

55%

“Database 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 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.

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

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

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

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

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

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Recommend new equipment or software packages.

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

Technologies & Software

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

Alternative Job Titles