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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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

  • Train users and answer questions.

  • Test changes to database applications or systems.

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

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

  • Provide technical support to junior staff or clients.

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

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

Technologies & Software

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