19 KiB
19 KiB
Tools & technology — database administrator
Source: O*NET 30.3 'Software Skills' for 15-1242.00.
| Software | Category | Hot technology |
|---|---|---|
| IBM SPSS Statistics | Analytical or scientific software | yes |
| SAS | Analytical or scientific software | yes |
| The MathWorks MATLAB | Analytical or scientific software | yes |
| Docker | Application server software | yes |
| GitHub | Application server software | yes |
| Kubernetes | Application server software | yes |
| Red Hat OpenShift | Application server software | yes |
| Spring Boot | Application server software | yes |
| Apache Spark | Business intelligence and data analysis software | yes |
| Microsoft Power BI | Business intelligence and data analysis software | yes |
| Tableau | Business intelligence and data analysis software | yes |
| Amazon Web Services AWS CloudFormation | Cloud-based management software | yes |
| Splunk Enterprise | Cloud-based management software | yes |
| Autodesk Revit | Computer aided design CAD software | yes |
| Chef | Configuration management software | yes |
| IBM Terraform | Configuration management software | yes |
| Puppet | Configuration management software | yes |
| Atlassian JIRA | Content workflow software | yes |
| Salesforce software | Customer relationship management CRM software | yes |
| Amazon DynamoDB | Data base management system software | yes |
| Apache Cassandra | Data base management system software | yes |
| Apache Hadoop | Data base management system software | yes |
| Elasticsearch | Data base management system software | yes |
| MongoDB | Data base management system software | yes |
| NoSQL | Data base management system software | yes |
| Oracle PL/SQL | Data base management system software | yes |
| Teradata Database | Data base management system software | yes |
| Microsoft SQL Server Reporting Services SSRS | Data base reporting software | yes |
| Amazon Elastic Compute Cloud EC2 | Data base user interface and query software | yes |
| Amazon Redshift | Data base user interface and query software | yes |
| Amazon Web Services AWS software | Data base user interface and query software | yes |
| Apache Hive | Data base user interface and query software | yes |
| IBM DB2 | Data base user interface and query software | yes |
| Microsoft Access | Data base user interface and query software | yes |
| Microsoft SQL Server | Data base user interface and query software | yes |
| MySQL | Data base user interface and query software | yes |
| Oracle Database | Data base user interface and query software | yes |
| Structured query language SQL | Data base user interface and query software | yes |
| Google Analytics | Data mining software | yes |
| Snowflake | Data mining software | yes |
| Apache Kafka | Development environment software | yes |
| Apache Maven | Development environment software | yes |
| C | Development environment software | yes |
| Eclipse IDE | Development environment software | yes |
| Go | Development environment software | yes |
| Microsoft .NET Framework | Development environment software | yes |
| Microsoft Azure software | Development environment software | yes |
| Microsoft PowerShell | Development environment software | yes |
| Microsoft Visual Basic | Development environment software | yes |
| Microsoft Visual Basic for Applications VBA | Development environment software | yes |
| Microsoft Visual Studio | Development environment software | yes |
| Oracle SQL Developer | Development environment software | yes |
| Ruby | Development environment software | yes |
| Microsoft SharePoint | Document management software | yes |
| Microsoft Outlook | Electronic mail software | yes |
| Extensible markup language XML | Enterprise application integration software | yes |
| Microsoft SQL Server Integration Services SSIS | Enterprise application integration software | yes |
| Oracle PeopleSoft | Enterprise resource planning ERP software | yes |
| SAP software | Enterprise resource planning ERP software | yes |
| Ansible software | Expert system software | yes |
| Apache Subversion SVN | File versioning software | yes |
| Git | File versioning software | yes |
| ESRI ArcGIS software | Geographic information system | yes |
| Epic Systems | Medical software | yes |
| Informatica software | Metadata management software | yes |
| C# | Object or component oriented development software | yes |
| C++ | Object or component oriented development software | yes |
| jQuery | Object or component oriented development software | yes |
| Oracle Java | Object or component oriented development software | yes |
| Perl | Object or component oriented development software | yes |
| Python | Object or component oriented development software | yes |
| R | Object or component oriented development software | yes |
| Scala | Object or component oriented development software | yes |
| Swift | Object or component oriented development software | yes |
| Hibernate ORM | Object oriented data base management software | yes |
| PostgreSQL | Object oriented data base management software | yes |
| Transact-SQL | Object oriented data base management software | yes |
| Microsoft Office software | Office suite software | yes |
| Apple macOS | Operating system software | yes |
| Bash | Operating system software | yes |
| Linux | Operating system software | yes |
| Microsoft Windows | Operating system software | yes |
| Microsoft Windows Server | Operating system software | yes |
| Red Hat Enterprise Linux | Operating system software | yes |
| Shell script | Operating system software | yes |
| UNIX | Operating system software | yes |
| UNIX Shell | Operating system software | yes |
| Microsoft PowerPoint | Presentation software | yes |
| Apache Airflow | Procedure management software | yes |
| Microsoft Visio | Process mapping and design software | yes |
| JUnit | Program testing software | yes |
| Selenium | Program testing software | yes |
| Atlassian Confluence | Project management software | yes |
| Microsoft Project | Project management software | yes |
| Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes |
| Marketo Marketing Automation | Sales and marketing software | yes |
| Microsoft Excel | Spreadsheet software | yes |
| Cisco Webex | Video conferencing software | yes |
| AJAX | Web platform development software | yes |
| Apache Tomcat | Web platform development software | yes |
| Cascading style sheets CSS | Web platform development software | yes |
| Django | Web platform development software | yes |
| Google Angular | Web platform development software | yes |
| Hypertext markup language HTML | Web platform development software | yes |
| JavaScript | Web platform development software | yes |
| JavaScript Object Notation JSON | Web platform development software | yes |
| Microsoft Active Server Pages ASP | Web platform development software | yes |
| Microsoft ASP.NET | Web platform development software | yes |
| Node.js | Web platform development software | yes |
| PHP | Web platform development software | yes |
| Spring Framework | Web platform development software | yes |
| Microsoft Word | Word processing software | yes |
| Access management software | Access software | |
| Citrix cloud computing software | Access software | |
| Fund accounting software | Accounting software | |
| Redgate SQL Server | Administration software | |
| Minitab | Analytical or scientific software | |
| Safe Software FME | Analytical or scientific software | |
| StataCorp Stata | Analytical or scientific software | |
| Test data generator software | Analytical or scientific software | |
| Oracle WebLogic Server | Application server software | |
| Red Hat WildFly | Application server software | |
| Acronis Recovery Expert | Backup or archival software | |
| BMC Software Recovery Manager RMAN | Backup or archival software | |
| Database cloning software | Backup or archival software | |
| EMC NetWorker | Backup or archival software | |
| HP DataProtector | Backup or archival software | |
| IBM ADSTAR | Backup or archival software | |
| Oracle Data Guard | Backup or archival software | |
| Storage management software | Backup or archival software | |
| Systems and data disaster recovery software | Backup or archival software | |
| Veritas NetBackup | Backup or archival software | |
| IBM Cognos Impromptu | Business intelligence and data analysis software | |
| Micosoft SQL Server Analysis Services SSAS | Business intelligence and data analysis software | |
| MicroStrategy | Business intelligence and data analysis software | |
| Oracle Business Intelligence Enterprise Edition | Business intelligence and data analysis software | |
| Qlik Tech QlikView | Business intelligence and data analysis software | |
| IBM WebSphere | Cloud-based management software | |
| Microsoft Azure Data Factory | Cloud-based management software | |
| SolarWinds | Cloud-based protection or security software | |
| Cluster server software | Clustering software | |
| Oracle Real Application Cluster RAC | Clustering software | |
| VMware | Clustering software | |
| IBM Domino | Communications server software | |
| Dassault Systemes CATIA | Computer aided design CAD software | |
| Deployment software | Configuration management software | |
| Perforce Helix software | Configuration management software | |
| Red Hat Ansible Engine | Configuration management software | |
| Blackbaud The Raiser's Edge | Customer relationship management CRM software | |
| Oracle Eloqua | Customer relationship management CRM software | |
| ADO.NET | Data base management system software | |
| Amazon Data Pipeline | Data base management system software | |
| Apache Pig | Data base management system software | |
| Apache Solr | Data base management system software | |
| Apache Sqoop | Data base management system software | |
| BMC Software Change Manager | Data base management system software | |
| CA IDMS | Data base management system software | |
| Catalog navigation software | Data base management system software | |
| Concurrency control software | Data base management system software | |
| Couchbase Server | Data base management system software | |
| Data definition language DDL | Data base management system software | |
| Data manipulation language DML | Data base management system software | |
| Data transformation services DTS software | Data base management system software | |
| Database design software | Data base management system software | |
| Embarcadero Technologies DBArtisan | Data base management system software | |
| Greenplum Database | Data base management system software | |
| IBM Interactive System Productivity Facility ISPF | Data base management system software | |
| Index tuning software | Data base management system software | |
| Informatica Big Data | Data base management system software | |
| MapR Converged Data Platform | Data base management system software | |
| MariaDB | Data base management system software | |
| Oracle Enterprise Manager | Data base management system software | |
| Oracle Enterprise Manager Cloud Control | Data base management system software | |
| Oracle Golden Gate | Data base management system software | |
| Quest Central | Data base management system software | |
| Quest SharePlex | Data base management system software | |
| Relational database management software | Data base management system software | |
| Relational database management system software | Data base management system software | |
| SAP Adaptive Server Enterprise | Data base management system software | |
| SAP Replication Server | Data base management system software | |
| SentryOne SQL Sentry | Data base management system software | |
| ASG Technologies ASG-Zeke | Data base reporting software | |
| Oracle Reports | Data base reporting software | |
| Oracle SQL Loader | Data base reporting software | |
| Oracle SQL Plus | Data base reporting software | |
| ReCrystallize Crystal Reports | Data base reporting software | |
| SAP Crystal Reports | Data base reporting software | |
| Blackboard software | Data base user interface and query software | |
| Database software | Data base user interface and query software | |
| FileMaker Pro | Data base user interface and query software | |
| Oracle JDBC | Data base user interface and query software | |
| PySpark | Data base user interface and query software | |
| Teradata Active Enterprise Data Warehouse | Data base user interface and query software | |
| Skype | Desktop communications software | |
| Microsoft Publisher | Desktop publishing software | |
| Apache Ant | Development environment software | |
| Common business oriented language COBOL | Development environment software | |
| Integrated development environment IDE software | Development environment software | |
| Microsoft Visual Basic Scripting Edition VBScript | Development environment software | |
| Prolog | Development environment software | |
| Restructured extended executor REXX | Development environment software | |
| IBM Notes | Electronic mail software | |
| Microsoft Exchange | Electronic mail software | |
| Atlassian Bamboo | Enterprise application integration software | |
| BMC Software Control-M | Enterprise application integration software | |
| IBM InfoSphere DataStage | Enterprise application integration software | |
| Oracle Fusion Middleware | Enterprise application integration software | |
| Ab Initio | Enterprise resource planning ERP software | |
| Ellucian Banner ERP | Enterprise resource planning ERP software | |
| Informatica Corporation PowerCenter | Enterprise resource planning ERP software | |
| Microsoft Dynamics | Enterprise resource planning ERP software | |
| Microsoft Dynamics GP | Enterprise resource planning ERP software | |
| NetSuite ERP | Enterprise resource planning ERP software | |
| Oracle Fusion Applications | Enterprise resource planning ERP software | |
| Oracle Hyperion | Enterprise resource planning ERP software | |
| Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | |
| Oracle PeopleSoft Financials | Enterprise resource planning ERP software | |
| SAP Business Objects | Enterprise resource planning ERP software | |
| IBM Power Systems software | Enterprise system management software | |
| Apache Mahout | Expert system software | |
| Delphi Technology | Financial analysis software | |
| Oracle E-Business Suite Financials | Financial analysis software | |
| Geographic information system GIS software | Geographic information system | |
| Salesforce Visualforce | Graphical user interface development software | |
| Human resource management software HRMS | Human resources software | |
| Oracle Learning Management | Human resources software | |
| Oracle Taleo | Human resources software | |
| Supervisory control and data acquisition SCADA software | Industrial control software | |
| Data validation software | Information retrieval or search software | |
| LexisNexis | Information retrieval or search software | |
| CA Easytrieve Report Generator | Manufacturing execution system MES software | |
| Data dictionary software | Metadata management software | |
| Data mapping software | Metadata management software | |
| Data modeling software | Metadata management software | |
| IBM Rational Data Architect | Metadata management software | |
| Pentaho Kettle | Metadata management software | |
| Quest Erwin Data Modeler | Metadata management software | |
| Nearpod | Multi-media educational software | |
| LogMeIn GoToWebinar | Network conferencing software | |
| Nagios | Network monitoring software | |
| Wireshark | Network monitoring software | |
| Zabbix | Network monitoring software | |
| Virtual private networking VPN software | Network security and virtual private network VPN equipment software | |
| Database security software | Network security or virtual private network VPN management software | |
| Advanced business application programming ABAP | Object or component oriented development software | |
| Apache Groovy | Object or component oriented development software | |
| Jupyter Notebook | Object or component oriented development software | |
| Microsoft ActiveX | Object or component oriented development software | |
| Microsoft Visual Basic.NET | Object or component oriented development software | |
| Microsoft Visual C# .NET | Object or component oriented development software | |
| SAP PowerBuilder | Object or component oriented development software | |
| IBM Informix | Object oriented data base management software | |
| Object database management system ODBMS | Object oriented data base management software | |
| DOS shell script | Operating system software | |
| Hewlett Packard HP-UX | Operating system software | |
| Job control language JCL | Operating system software | |
| KornShell | Operating system software | |
| Oracle Solaris | Operating system software | |
| Ubuntu | Operating system software | |
| Apache HTTP Server | Portal server software | |
| Visual Paradigm DB Visual ARCHITECT | Process mapping and design software | |
| Computer Associates Log Analyzer | Program testing software | |
| Database testing software | Program testing software | |
| Hewlett Packard LoadRunner | Program testing software | |
| Database capacity planning software | Requirements analysis and system architecture software | |
| Unified modeling language UML | Requirements analysis and system architecture software | |
| Amazon Simple Storage Service S3 | Storage networking software | |
| Storage area network SAN software | Storage networking software | |
| Encryption software | Transaction security and virus protection software | |
| McAfee | Transaction security and virus protection software | |
| NortonLifeLock cybersecurity software | Transaction security and virus protection software | |
| Customer information control system CICS | Transaction server software | |
| Google Meet | Video conferencing software | |
| LogMeIn GoToMeeting | Video conferencing software | |
| Adobe Dreamweaver | Web page creation and editing software | |
| Apache Struts | Web platform development software | |
| Backbone.js | Web platform development software | |
| Drupal | Web platform development software | |
| Dynamic hypertext markup language DHTML | Web platform development software | |
| Enterprise JavaBeans | Web platform development software | |
| Ext JS | Web platform development software | |
| Extensible hypertext markup language XHTML | Web platform development software | |
| LAMP Stack | Web platform development software | |
| Microsoft ASP.NET Core MVC | Web platform development software | |
| Oracle Application Express APEX | Web platform development software | |
| Oracle Designer | Web platform development software | |
| Oracle JavaServer Pages JSP | Web platform development software | |
| Ruby on Rails | Web platform development software |
Market evidence (job-ad analysis, 56 ads, as of 2026-07-10)
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
Tools
- Oracle — 36 %
- Microsoft SQL Server — 23 %
- SQL Server — 23 %
- PostgreSQL — 21 %