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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

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

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

  • 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.

  • 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.

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

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

  • Test changes to database applications or systems.

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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