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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

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

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

  • Recommend new equipment or software packages.

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

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

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

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

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

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

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

  • 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.

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

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

  • Consult with management to ensure agreement on system principles.

  • 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.

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

Technologies & Software

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

Alternative Job Titles