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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

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

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

  • 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.

  • Test changes to database applications or systems.

  • 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.

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

  • Provide technical support to junior staff or clients.

  • 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.

  • 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.

  • 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.

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

  • Train users and answer questions.

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

Technologies & Software

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