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Automation Risk Analysis

Will “Data Security Administrator” be Automated?

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AI Exposure Risk

62%

“Data 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%

“Data 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

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

  • 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.

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

  • Test changes to database applications or systems.

  • 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.

  • Provide technical support to junior staff or clients.

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

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

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

  • Train users and answer questions.

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

  • 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.

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

  • 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.

Technologies & Software

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