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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

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

  • Train users and answer questions.

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

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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