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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

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

  • Provide technical support to junior staff or clients.

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

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

  • Test changes to database applications or systems.

  • 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.

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

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

  • 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.

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

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

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

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

  • Train users and answer questions.

  • 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.

Technologies & Software

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