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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

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

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

  • Test changes to database applications or systems.

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

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

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

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

  • 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.

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

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

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

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

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

  • 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.

Technologies & Software

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