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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

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

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

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

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

  • Train users and answer questions.

  • Test changes to database applications or systems.

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

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

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

  • 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.

Technologies & Software

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