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Automation Risk Analysis

Will “Database Administrator (DBA)” be Automated?

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AI Exposure Risk

62%

“Database Administrator (DBA)” 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Database Administrator (DBA)” 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 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

Avg. Annual Salary $107,440
Avg. Hourly Wage $51.65
Available Jobs (US) 73,180
Job Title & Hierarchy Code (SOC) Database Administrators #15-1242
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Administrators”

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Core Skills & Abilities

  • Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.

  • Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.

  • Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.

  • Test programs or databases, correct errors, and make necessary modifications.

  • Modify existing databases and database management systems or direct programmers and analysts to make changes.

  • Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.

  • Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.

  • Revise company definition of data as defined in data dictionary.

  • Provide technical support to junior staff or clients.

  • Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.

  • Test changes to database applications or systems.

  • Review procedures in database management system manuals to make changes to database.

  • Specify users and user access levels for each segment of database.

  • Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.

  • Train users and answer questions.

  • Select and enter codes to monitor database performance and to create production databases.

  • Plan and install upgrades of database management system software to enhance database performance.

  • Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.

Technologies & Software

  • Nova (Amazon)
  • Hypertext markup language HTML
  • Data dictionary software
  • Atlassian Confluence
  • Microsoft Visual Studio
  • Apache Hadoop
  • Blackbaud The Raiser's Edge
  • Database cloning software
  • CA IDMS
  • SAP Crystal Reports
  • Red Hat OpenShift
  • Ubuntu
  • Salesforce software
  • IBM Cognos Impromptu
  • Cluster server software
  • Oracle JDBC
  • SentryOne SQL Sentry
  • Oracle Eloqua
  • IBM DB2
  • Object database management system ODBMS
  • Microsoft Windows
  • C#
  • GitHub
  • Database security software
  • Microsoft Excel
  • Apache Subversion SVN
  • Codeium
  • DeepSeek
  • Database software
  • Database testing software
  • Microsoft Azure Data Factory
  • Apache Hive
  • Apache Spark
  • GitHub Copilot
  • Bolt.new
  • ReCrystallize Crystal Reports
  • Microsoft Power BI
  • Amazon CodeWhisperer
  • Salesforce Visualforce
  • Hewlett Packard HP-UX
  • Delphi Technology
  • Embarcadero Technologies DBArtisan
  • NetSuite ERP
  • Django
  • Advanced business application programming ABAP
  • Deployment software
  • Ruby
  • Microsoft Visual C# .NET
  • Enterprise JavaBeans
  • IBM SPSS Statistics
  • Shell script
  • Minitab
  • EMC NetWorker
  • Microsoft .NET Framework
  • SAP Adaptive Server Enterprise
  • Swift
  • Fund accounting software
  • NortonLifeLock cybersecurity software
  • BMC Software Recovery Manager RMAN
  • Extensible markup language XML
  • Epic Systems
  • Storage area network SAN software
  • Quest Central
  • Jupyter Notebook
  • Teradata Active Enterprise Data Warehouse
  • Microsoft Active Server Pages ASP
  • Gemini Code Assist
  • Oracle PL/SQL
  • Microsoft Visual Basic
  • FileMaker Pro
  • Relational database management software
  • Prolog
  • Apache Sqoop
  • Selenium
  • Computer Associates Log Analyzer
  • Scala
  • Database design software
  • Google Angular
  • PHP
  • Oracle WebLogic Server
  • Safe Software FME
  • AJAX
  • ESRI ArcGIS software
  • Wireshark
  • StataCorp Stata
  • Spring Framework
  • Backbone.js
  • Ansible software
  • Spring Boot
  • Mistral AI (chat/models)
  • IBM WebSphere
  • Docker
  • IBM Notes
  • Splunk Enterprise
  • Unified modeling language UML
  • Relational database management system software
  • Adobe Dreamweaver
  • SAS
  • Llama (Meta)
  • Microsoft Visual Basic Scripting Edition VBScript
  • PySpark
  • MariaDB
  • Google Antigravity
  • Apache Kafka
  • Microsoft PowerPoint
  • Microsoft ASP.NET Core MVC
  • Systems and data disaster recovery software
  • Python
  • SAP Replication Server
  • Node.js
  • Kimi (Moonshot AI)
  • Autodesk Revit
  • Atlassian JIRA
  • Amazon Redshift
  • v0 by Vercel
  • Snowflake
  • ADO.NET
  • Apple macOS
  • Microsoft Visio
  • Google Meet
  • Qwen (Alibaba)
  • JUnit
  • Oracle Golden Gate
  • Amazon Elastic Compute Cloud EC2
  • MongoDB
  • Oracle Fusion Applications
  • Bash
  • KornShell
  • Storage management software
  • Data manipulation language DML
  • McAfee
  • LogMeIn GoToMeeting
  • Common business oriented language COBOL
  • Git
  • Data modeling software
  • Nagios
  • Structured query language SQL
  • Cisco Webex
  • Devin (Cognition AI)
  • Microsoft Dynamics GP
  • Oracle Data Guard
  • Human resource management software HRMS
  • Microsoft ActiveX
  • Operating system software
  • Red Hat WildFly
  • Apache Mahout
  • Amazon Web Services AWS software
  • Microsoft Project
  • CA Easytrieve Report Generator
  • Microsoft Office software
  • Apache Maven
  • Microsoft Publisher
  • BMC Software Control-M
  • Dassault Systemes CATIA
  • Oracle Taleo
  • Concurrency control software
  • Oracle Enterprise Manager Cloud Control
  • Apache Cassandra
  • Apache HTTP Server
  • Perl
  • Oracle SQL Developer
  • Ellucian Banner ERP
  • NoSQL
  • C
  • Elasticsearch
  • LexisNexis
  • Microsoft SQL Server Reporting Services SSRS
  • Microsoft PowerShell
  • Red Hat Ansible Engine
  • Apache Solr
  • Microsoft Windows Server
  • Gemini (Google)
  • Microsoft SQL Server
  • Cascading style sheets CSS
  • Tableau
  • Perplexity AI
  • Mistral (Mistral AI)
  • Qlik Tech QlikView
  • Apache Tomcat
  • Informatica Big Data
  • Supervisory control and data acquisition SCADA software
  • Informatica Corporation PowerCenter
  • Oracle Database
  • Oracle PeopleSoft Financials
  • C++
  • Transact-SQL
  • DOS shell script
  • ChatGPT (OpenAI)
  • Pentaho Kettle
  • Apache Pig
  • Informatica software
  • MySQL
  • Hibernate ORM
  • Citrix cloud computing software
  • Apache Airflow
  • Customer information control system CICS
  • Microsoft Access
  • Oracle JD Edwards EnterpriseOne
  • Zabbix
  • BMC Software Change Manager
  • Micosoft SQL Server Analysis Services SSAS
  • Job control language JCL
  • JavaScript
  • Oracle PeopleSoft
  • SAP software
  • ASG Technologies ASG-Zeke
  • Skype
  • Catalog navigation software
  • Oracle JavaServer Pages JSP
  • Microsoft Azure software
  • Oracle E-Business Suite Financials
  • Microsoft Exchange
  • Veritas NetBackup
  • Index tuning software
  • Amazon Data Pipeline
  • Oracle Enterprise Manager
  • Oracle Reports
  • Tabnine
  • IBM Domino
  • Claude (Anthropic)
  • Drupal
  • Restructured extended executor REXX
  • JavaScript Object Notation JSON
  • PostgreSQL
  • Access management software
  • Grok (xAI)
  • Puppet
  • Oracle Designer
  • Oracle Hyperion
  • Greenplum Database
  • Amazon Web Services AWS CloudFormation
  • Microsoft Dynamics
  • Oracle Java
  • Visual Paradigm DB Visual ARCHITECT
  • Ext JS
  • SolarWinds
  • Amazon DynamoDB
  • LogMeIn GoToWebinar
  • Microsoft Outlook
  • Ruby on Rails
  • Extensible hypertext markup language XHTML
  • Apache Ant
  • Acronis Recovery Expert
  • Data definition language DDL
  • Microsoft SQL Server Integration Services SSIS
  • Redgate SQL Server
  • IBM InfoSphere DataStage
  • Ab Initio
  • Oracle SQL Plus
  • Oracle Solaris
  • Eclipse IDE
  • Oracle Real Application Cluster RAC
  • Integrated development environment IDE software
  • jQuery
  • IBM Power Systems software
  • Apache Struts
  • Data mapping software
  • IBM Rational Data Architect
  • HP DataProtector
  • Apache Groovy
  • R
  • Chef
  • Oracle Learning Management
  • Oracle Application Express APEX
  • IBM Informix
  • Amazon Simple Storage Service S3
  • Microsoft SharePoint
  • Microsoft Visual Basic for Applications VBA
  • Quest Erwin Data Modeler
  • Microsoft Word
  • UNIX
  • MapR Converged Data Platform
  • SAP Business Objects
  • VMware
  • Go
  • LAMP Stack
  • Cursor AI
  • Virtual private networking VPN software
  • Linux
  • Couchbase Server
  • Blackboard software
  • Oracle Business Intelligence Enterprise Edition
  • Perforce Helix software
  • Dynamic hypertext markup language DHTML
  • Oracle SQL Loader
  • Oracle Primavera Enterprise Project Portfolio Management
  • IBM ADSTAR
  • Oracle Fusion Middleware
  • Lovable.dev
  • Geographic information system GIS software
  • Marketo Marketing Automation
  • The MathWorks MATLAB
  • MicroStrategy
  • Nearpod
  • UNIX Shell
  • Data validation software
  • IBM Interactive System Productivity Facility ISPF
  • Microsoft ASP.NET
  • Computer based training software
  • Atlassian Bamboo
  • Quest SharePlex
  • Database capacity planning software
  • Test data generator software
  • Encryption software
  • SAP PowerBuilder
  • Hewlett Packard LoadRunner
  • Data transformation services DTS software
  • Google Analytics
  • Teradata Database
  • Red Hat Enterprise Linux
  • Microsoft Visual Basic.NET
  • Notebook computers
  • Mainframe computers
  • Tape libraries
  • Redundant array of independent disks RAID systems
  • Hard disk drives
  • Desktop computers