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Automation Risk Analysis

Will “Data Administrator (Data Admin)” be Automated?

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AI Exposure Risk

62%

“Data Administrator (Data Admin)” 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%

“Data Administrator (Data Admin)” 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

  • Train users and answer questions.

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

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

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

  • 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.

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

  • Provide technical support to junior staff or clients.

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

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

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

Technologies & Software

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