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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

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

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

  • Test changes to database applications or systems.

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

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

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

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

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

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

  • Train users and answer questions.

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

Technologies & Software

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