Research any topic before you write.

Find related topics. | Discover entities. | See connections. | Build a topical map.

Database administrator: Technology, Skills & Impact of cloud services

A database administrator (DBA) is an information technology professional who is responsible for the installation, configuration, security and ongoing maintenance of computer databases. The role may include capacity planning, database design, data migration, performance monitoring, security, troubleshooting, as well as backup and data recovery.

Language: English [EN]
Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.
100%
More settings
100% 100% 100% 100% 100%

Database administrator topic overview

The analysis highlights Technology, Skills and Impact of cloud services as prominent areas in the source structure around Database administrator.

Related topics
32
Source areas
3
Connected nodes
35
Extracted relationships
31
Concept neighborhoods
29
Bridge connections
35

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Skills · 16 topics
Overview · 10 topics
Impact of cloud services · 6 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

Activity sectors
Information Technology
Competencies
Databases, RDBMS, SQL, distributed computing, operating systems, storage technologies, networking, maintenance, recovery
Education required
Typically a bachelor's degree in a computing field
Related jobs
Data administration, System administrator, Data engineer

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Skills

Impact of cloud services

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How Database administrator connects Entity context

The extracted context around Database administrator shows recurring relationship patterns in the source. For example, Database administrator → Administrator, Administrator Certified ProfessionalOracle MySQL, Data Platform Solutions Expert, Database Administrator Certified ProfessionalMCSA, DB2, DBAs, IBM Certified Advanced Database, Linux, Offerings, SQL Server, Training, Unix, WindowsIBM Certified Database Administrator, WindowsOracle Database Another extracted example is Database administrator → According, Gartner, In, Microsoft SQL Server, MySQL, Non-relational, Oracle, Required, SQL. Use these groups to spot repeated connection types before inspecting the individual relationships.

Database administrator

Top relations

related to Certification · 14
Database administrator → Administrator, Administrator Certified ProfessionalOracle MySQL, Data Platform Solutions Expert, Database Administrator Certified ProfessionalMCSA, DB2, DBAs, IBM Certified Advanced Database, Linux, Offerings, SQL Server, Training, Unix, WindowsIBM Certified Database Administrator, WindowsOracle Database
related to Skills · 9
Database administrator → According, Gartner, In, Microsoft SQL Server, MySQL, Non-relational, Oracle, Required, SQL
has impact · 4
Database administrator → Labor Statistics, Some, United States Bureau, With
Activity sectors · 1
Database administrator → Information Technology
Competencies · 1
Database administrator → Databases, RDBMS, SQL, distributed computing, operating systems, storage technologies, networking, maintenance, recovery
Education required · 1
Database administrator → Typically a bachelor's degree in a computing field
Related jobs · 1
Database administrator → Data administration, System administrator, Data engineer

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

database data databases systems security administrator maintenance recovery sql role may include management administration information technology non-relational professional design well

Database administrator relationships Subject–Predicate–Object triples

TTTA extracted 31 structured relationships around Database administrator. Examples in this analysis include Database administrator → Activity sectors → Information Technology and Database administrator → Competencies → Databases, RDBMS, SQL, distributed computing, operating systems, storage technologies, networking, maintenance, recovery. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Database administratorActivity sectorsInformation Technology1.00infobox
Database administratorCompetenciesDatabases, RDBMS, SQL, distributed computing, operating systems, storage technologies, networking, maintenance, recovery1.00infobox
Database administratorEducation requiredTypically a bachelor's degree in a computing field1.00infobox
Database administratorRelated jobsData administration, System administrator, Data engineer1.00infobox
Database administratorhas impactWith0.60section
Database administratorhas impactUnited States Bureau0.60section
Database administratorhas impactLabor Statistics0.60section
Database administratorhas impactSome0.60section
Database administratorrelated to CertificationTraining0.60section
Database administratorrelated to CertificationDBAs0.60section
Database administratorrelated to CertificationOfferings0.60section
Database administratorrelated to CertificationIBM Certified Advanced Database0.60section

Related concept clusters Concept neighborhoods

The concept neighborhoods around Database administrator bring nearby vocabulary together. In this analysis, examples include Administration, Computing and Database. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Database administrator
    • Administration
    • Computing
    • Database
    • Distributed
    • Include
    • Management
    • Operating
    • Required
    • Skills
    • Storage
    • Systems
    • Technologies
  • database administrator
    • Information
    • Maintenance
    • Mysql
    • Oracle
    • Professional
    • Server
    • Sql
    • Technology
    • Administration
    • Include
    • Databases
    • Computing
  • information technology
    • Information
    • Maintenance
    • Technology
    • Administrator
    • Computing
    • Databases
    • Distributed
    • Operating
    • Required
    • Skills
    • Storage
    • Technologies
  • databases
    • Information
    • Maintenance
    • Technology
    • Data
    • Non-relational
    • Computing
    • Distributed
    • Operating
    • Required
    • Skills
    • Storage
    • Technologies
  • database design
    • Recovery
    • Include
    • Backup
    • Computing
    • Distributed
    • Operating
    • Required
    • Skills
    • Storage
    • Technologies
    • Troubleshooting
    • Administration
  • data migration
    • Include
    • Databases
    • Design
    • Mysql
    • Oracle
    • Recovery
    • Server
    • Sql
    • Well
    • Administration
    • May
    • Non-relational
  • data recovery
    • Computing
    • Distributed
    • Include
    • Operating
    • Required
    • Skills
    • Storage
    • Technologies
    • Troubleshooting
    • Databases
    • Administrators
    • Cloud
  • database management systems
    • System
    • Systems
    • Administration
    • Include
    • Management
    • Storage
    • Technologies
    • Data
    • Mysql
    • Oracle
    • Professional
    • Relational

Connections between topic areas Semantic bridges

For Database administrator, one of the stronger structural bridges in this analysis connects Database administrator with Skills. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
Database administratorSkills · splits 19 ⟂ 17
Database administratorOverview · splits 25 ⟂ 11
Database administratorImpact of cloud services · splits 29 ⟂ 7

Map overview Semantic statistics

Database administrator

Nodes36
Edges35
Triples31
Avg. degree1.94
Density0.055556
Components1

Source & methodology

TTTA analyzes the structure around Database administrator to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Technology, Skills & Impact of cloud services, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Database administrator · EN edition · Analysis: TopicsToTalkAbout

For writers, content strategists, SEOs, marketers and creators — from quick topic research to advanced semantic analysis.