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Automation Risk Analysis

Will “Security Administrator” be Automated?

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AI Exposure Risk

62%

“Security Administrator” 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%

“Security Administrator” 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

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

  • 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.

  • 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.

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

  • Train users and answer questions.

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

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

  • Test changes to database applications or systems.

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

  • 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.

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

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

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

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

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

Technologies & Software

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