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

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

  • Train users and answer questions.

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

  • 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.

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

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

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

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

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

  • Test changes to database applications or systems.

  • 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.

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

  • Provide technical support to junior staff or clients.

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

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

Technologies & Software

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