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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.

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

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

  • Test changes to database applications or systems.

  • 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.

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

  • 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.

  • Train users and answer questions.

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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