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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

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

  • Test changes to database applications or systems.

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

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

  • 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 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.

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

  • Train users and answer questions.

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

Technologies & Software

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