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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.

  • Test changes to database applications or systems.

  • 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.

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

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

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

  • 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.

  • 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.

  • 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.

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

  • Provide technical support to junior staff or clients.

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

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

Technologies & Software

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