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

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

  • Train users and answer questions.

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

  • 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.

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

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

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

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

  • Provide technical support to junior staff or clients.

Technologies & Software

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