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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

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

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

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

  • 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.

  • 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.

  • Consult with management to ensure agreement on system principles.

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

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

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

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

  • 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.

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

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

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

  • Recommend new equipment or software packages.

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

Technologies & Software

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

Alternative Job Titles