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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

  • 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.

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

  • Test changes to database applications or systems.

  • 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.

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

  • Train users and answer questions.

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

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

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

Technologies & Software

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