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Automation Risk Analysis

Will “Administrator (Admin)” be Automated?

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AI Exposure Risk

62%

“Administrator (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%

“Administrator (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.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

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

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

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

Technologies & Software

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