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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

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

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

  • 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.

  • Train users and answer questions.

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

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

  • Test changes to database applications or systems.

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

  • 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.

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

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

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

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

  • 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.

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

Technologies & Software

  • Oracle E-Business Suite Financials
  • Structured query language SQL
  • Node.js
  • Amazon Simple Storage Service S3
  • Microsoft Windows
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  • Atlassian Bamboo
  • Oracle PL/SQL
  • Virtual private networking VPN software
  • Apache Pig
  • Microsoft Excel
  • Data validation software
  • Apache Maven
  • Computer based training software
  • LexisNexis
  • MicroStrategy
  • IBM DB2
  • Deployment software
  • Oracle Golden Gate
  • Microsoft SQL Server Reporting Services SSRS
  • Oracle JDBC
  • Oracle WebLogic Server
  • Microsoft Visual Basic for Applications VBA
  • Microsoft ASP.NET
  • Prolog
  • NetSuite ERP
  • PostgreSQL
  • Oracle SQL Developer
  • Amazon CodeWhisperer
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  • IBM Notes
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  • Go
  • Informatica software
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  • Restructured extended executor REXX
  • Amazon Data Pipeline
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  • Common business oriented language COBOL
  • GitHub Copilot
  • Python
  • Microsoft PowerShell
  • Nearpod
  • Database capacity planning software
  • Ubuntu
  • Microsoft Office software
  • Embarcadero Technologies DBArtisan
  • ReCrystallize Crystal Reports
  • Veritas NetBackup
  • Oracle Solaris
  • Database testing software
  • Spring Boot
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  • Oracle SQL Plus
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  • Backbone.js
  • Microsoft Visual Basic
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  • Quest Erwin Data Modeler
  • JUnit
  • UNIX Shell
  • Microsoft Word
  • Hibernate ORM
  • Ext JS
  • Relational database management software
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  • Zabbix
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  • Delphi Technology
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  • Systems and data disaster recovery software
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  • Ruby
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  • Apache Mahout
  • PHP
  • ChatGPT (OpenAI)
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  • Oracle Enterprise Manager
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  • Git
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  • R
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  • Oracle JavaServer Pages JSP
  • Tableau
  • Grok (xAI)
  • Apache Spark
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  • v0 by Vercel
  • C++
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  • Django
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  • Bash
  • Amazon DynamoDB
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  • SentryOne SQL Sentry
  • Oracle Fusion Applications
  • Blackboard software
  • Extensible markup language XML
  • Scala
  • Data definition language DDL
  • Cascading style sheets CSS
  • Human resource management software HRMS
  • SAP PowerBuilder
  • Data modeling software
  • Microsoft Active Server Pages ASP
  • Cluster server software
  • Apache Airflow
  • Access management software
  • Gemini Code Assist
  • Informatica Big Data
  • Claude (Anthropic)
  • ADO.NET
  • Hypertext markup language HTML
  • Visual Paradigm DB Visual ARCHITECT
  • Apple macOS
  • Apache Tomcat
  • Codeium
  • Drupal
  • Microsoft Access
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  • JavaScript
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  • Apache Subversion SVN
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  • Swift
  • Perplexity AI
  • Red Hat Ansible Engine
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  • LAMP Stack
  • Micosoft SQL Server Analysis Services SSAS
  • Microsoft Visual Basic Scripting Edition VBScript
  • Advanced business application programming ABAP
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  • Test data generator software
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  • GitHub
  • Oracle SQL Loader
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  • Database design software
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  • LogMeIn GoToWebinar
  • Amazon Web Services AWS CloudFormation
  • UNIX
  • Microsoft Outlook
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  • Shell script
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  • Oracle Taleo
  • DeepSeek
  • Citrix cloud computing software
  • Apache Hive
  • Cisco Webex
  • Microsoft Azure software
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  • Jupyter Notebook
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  • Database software
  • Quest Central
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  • IBM ADSTAR
  • Gemini (Google)
  • SAP Business Objects
  • C#
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  • Linux
  • Apache Ant
  • Apache HTTP Server
  • Apache Sqoop
  • BMC Software Recovery Manager RMAN
  • Apache Cassandra
  • Elasticsearch
  • Snowflake
  • Cursor AI
  • Microsoft SharePoint
  • Mistral AI (chat/models)
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  • C
  • Qlik Tech QlikView
  • Apache Groovy
  • Microsoft PowerPoint
  • SAP Crystal Reports
  • Teradata Database
  • Red Hat WildFly
  • Enterprise JavaBeans
  • JavaScript Object Notation JSON
  • Transact-SQL
  • Oracle Fusion Middleware
  • VMware
  • CA IDMS
  • Oracle Hyperion
  • Couchbase Server
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  • Qwen (Alibaba)
  • Integrated development environment IDE software
  • Oracle Real Application Cluster RAC
  • PySpark
  • IBM InfoSphere DataStage
  • Mistral (Mistral AI)
  • MySQL
  • Eclipse IDE
  • Database security software
  • Puppet
  • Database cloning software
  • StataCorp Stata
  • Ruby on Rails
  • Hewlett Packard HP-UX
  • Chef
  • Microsoft Project
  • Oracle Data Guard
  • Bolt.new
  • Object database management system ODBMS
  • Docker
  • Safe Software FME
  • Apache Hadoop
  • Kimi (Moonshot AI)
  • Wireshark
  • Oracle Eloqua
  • FileMaker Pro
  • Microsoft .NET Framework
  • Encryption software
  • Oracle Business Intelligence Enterprise Edition
  • BMC Software Control-M
  • The MathWorks MATLAB
  • Skype
  • NoSQL
  • Operating system software
  • jQuery
  • Unified modeling language UML
  • Oracle Database
  • Acronis Recovery Expert
  • IBM Informix
  • Google Antigravity
  • Google Analytics
  • Microsoft Dynamics
  • Relational database management system software
  • Greenplum Database
  • Llama (Meta)
  • ASG Technologies ASG-Zeke
  • Microsoft SQL Server
  • Minitab
  • Selenium
  • Tape libraries
  • Mainframe computers
  • Redundant array of independent disks RAID systems
  • Desktop computers
  • Hard disk drives
  • Notebook computers