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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

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

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

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

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

  • 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.

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

  • Train users and answer questions.

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

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

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

  • Provide technical support to junior staff or clients.

  • Test changes to database applications or systems.

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

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

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

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

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

Technologies & Software

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