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Automation Risk Analysis

Will “Database Administration Associate” be Automated?

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AI Exposure Risk

62%

“Database Administration Associate” 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 Administration Associate” 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

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

  • Test changes to database applications or systems.

  • 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.

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

  • 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.

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

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

Technologies & Software

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