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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

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

  • Test changes to database applications or systems.

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

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

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

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

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

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

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

  • Train users and answer questions.

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

Technologies & Software

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