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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

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

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

  • Train users and answer questions.

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

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

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

  • 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.

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

  • 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.

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

  • Provide technical support to junior staff or clients.

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

  • 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.

Technologies & Software

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