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Automation Risk Analysis

Will “Database Specialist” be Automated?

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AI Exposure Risk

62%

“Database Specialist” 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%

“Database Specialist” 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

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

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

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

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

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

  • Train users and answer questions.

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

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

  • Provide technical support to junior staff or clients.

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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