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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

  • 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.

  • Test changes to database applications or systems.

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

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

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

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

  • Train users and answer questions.

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

  • 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.

Technologies & Software

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