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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

  • Provide technical support to junior staff or clients.

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

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

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

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

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

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

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

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

  • Train users and answer questions.

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

Technologies & Software

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