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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

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

  • Train users and answer questions.

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

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

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

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

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

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

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

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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