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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

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

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

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

  • Train users and answer questions.

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

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

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

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

  • 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.

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

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

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

  • Provide technical support to junior staff or clients.

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

  • Test changes to database applications or systems.

Technologies & Software

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