feat: database-developer skill package v0.1.0
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skillfactor-pipeline
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references/tools.md
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# Tools & technology — database developer
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Source: O*NET 30.3, occupation 15-1242.00 (Database Administrators) — manual nearest-occupation mapping via ISCO group 2521; the official ESCO crosswalk has no entry for this ESCO occupation.
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| Software | Category | Hot technology |
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|---|---|---|
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| AJAX | Web platform development software | yes |
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| Amazon DynamoDB | Data base management system software | yes |
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| Amazon Elastic Compute Cloud EC2 | Data base user interface and query software | yes |
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| Amazon Redshift | Data base user interface and query software | yes |
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| Amazon Web Services AWS CloudFormation | Cloud-based management software | yes |
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| Amazon Web Services AWS software | Data base user interface and query software | yes |
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| Ansible software | Expert system software | yes |
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| Apache Airflow | Procedure management software | yes |
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| Apache Cassandra | Data base management system software | yes |
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| Apache Hadoop | Data base management system software | yes |
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| Apache Hive | Data base user interface and query software | yes |
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| Apache Kafka | Development environment software | yes |
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| Apache Maven | Development environment software | yes |
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| Apache Spark | Business intelligence and data analysis software | yes |
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| Apache Subversion SVN | File versioning software | yes |
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| Apache Tomcat | Web platform development software | yes |
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| Apple macOS | Operating system software | yes |
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| Atlassian Confluence | Project management software | yes |
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| Atlassian JIRA | Content workflow software | yes |
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| Autodesk Revit | Computer aided design CAD software | yes |
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| Bash | Operating system software | yes |
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| C | Development environment software | yes |
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| C# | Object or component oriented development software | yes |
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| C++ | Object or component oriented development software | yes |
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| Cascading style sheets CSS | Web platform development software | yes |
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| Chef | Configuration management software | yes |
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| Cisco Webex | Video conferencing software | yes |
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| Django | Web platform development software | yes |
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| Docker | Application server software | yes |
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| Eclipse IDE | Development environment software | yes |
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| Elasticsearch | Data base management system software | yes |
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| Epic Systems | Medical software | yes |
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| ESRI ArcGIS software | Geographic information system | yes |
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| Extensible markup language XML | Enterprise application integration software | yes |
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| Git | File versioning software | yes |
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| GitHub | Application server software | yes |
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| Go | Development environment software | yes |
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| Google Analytics | Data mining software | yes |
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| Google Angular | Web platform development software | yes |
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| Hibernate ORM | Object oriented data base management software | yes |
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| Hypertext markup language HTML | Web platform development software | yes |
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| IBM DB2 | Data base user interface and query software | yes |
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| IBM SPSS Statistics | Analytical or scientific software | yes |
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| IBM Terraform | Configuration management software | yes |
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| Informatica software | Metadata management software | yes |
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| JavaScript | Web platform development software | yes |
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| JavaScript Object Notation JSON | Web platform development software | yes |
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| jQuery | Object or component oriented development software | yes |
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| JUnit | Program testing software | yes |
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| Kubernetes | Application server software | yes |
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| Linux | Operating system software | yes |
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| Marketo Marketing Automation | Sales and marketing software | yes |
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| Microsoft .NET Framework | Development environment software | yes |
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| Microsoft Access | Data base user interface and query software | yes |
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| Microsoft Active Server Pages ASP | Web platform development software | yes |
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| Microsoft ASP.NET | Web platform development software | yes |
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| Microsoft Azure software | Development environment software | yes |
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| Microsoft Excel | Spreadsheet software | yes |
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| Microsoft Office software | Office suite software | yes |
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| Microsoft Outlook | Electronic mail software | yes |
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| Microsoft Power BI | Business intelligence and data analysis software | yes |
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| Microsoft PowerPoint | Presentation software | yes |
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| Microsoft PowerShell | Development environment software | yes |
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| Microsoft Project | Project management software | yes |
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| Microsoft SharePoint | Document management software | yes |
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| Microsoft SQL Server | Data base user interface and query software | yes |
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| Microsoft SQL Server Integration Services SSIS | Enterprise application integration software | yes |
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| Microsoft SQL Server Reporting Services SSRS | Data base reporting software | yes |
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| Microsoft Visio | Process mapping and design software | yes |
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| Microsoft Visual Basic | Development environment software | yes |
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| Microsoft Visual Basic for Applications VBA | Development environment software | yes |
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| Microsoft Visual Studio | Development environment software | yes |
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| Microsoft Windows | Operating system software | yes |
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| Microsoft Windows Server | Operating system software | yes |
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| Microsoft Word | Word processing software | yes |
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| MongoDB | Data base management system software | yes |
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| MySQL | Data base user interface and query software | yes |
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| Node.js | Web platform development software | yes |
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| NoSQL | Data base management system software | yes |
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| Oracle Database | Data base user interface and query software | yes |
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| Oracle Java | Object or component oriented development software | yes |
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| Oracle PeopleSoft | Enterprise resource planning ERP software | yes |
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| Oracle PL/SQL | Data base management system software | yes |
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| Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes |
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| Oracle SQL Developer | Development environment software | yes |
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| Perl | Object or component oriented development software | yes |
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| PHP | Web platform development software | yes |
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| PostgreSQL | Object oriented data base management software | yes |
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| Puppet | Configuration management software | yes |
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| Python | Object or component oriented development software | yes |
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| R | Object or component oriented development software | yes |
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| Red Hat Enterprise Linux | Operating system software | yes |
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| Red Hat OpenShift | Application server software | yes |
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| Ruby | Development environment software | yes |
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| Salesforce software | Customer relationship management CRM software | yes |
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| SAP software | Enterprise resource planning ERP software | yes |
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| SAS | Analytical or scientific software | yes |
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| Scala | Object or component oriented development software | yes |
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| Selenium | Program testing software | yes |
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| Shell script | Operating system software | yes |
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| Snowflake | Data mining software | yes |
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| Splunk Enterprise | Cloud-based management software | yes |
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| Spring Boot | Application server software | yes |
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| Spring Framework | Web platform development software | yes |
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| Structured query language SQL | Data base user interface and query software | yes |
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| Swift | Object or component oriented development software | yes |
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| Tableau | Business intelligence and data analysis software | yes |
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| Teradata Database | Data base management system software | yes |
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| The MathWorks MATLAB | Analytical or scientific software | yes |
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| Transact-SQL | Object oriented data base management software | yes |
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| UNIX | Operating system software | yes |
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| UNIX Shell | Operating system software | yes |
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| Ab Initio | Enterprise resource planning ERP software | |
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| Access management software | Access software | |
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| Acronis Recovery Expert | Backup or archival software | |
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| ADO.NET | Data base management system software | |
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| Adobe Dreamweaver | Web page creation and editing software | |
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| Advanced business application programming ABAP | Object or component oriented development software | |
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| Amazon Data Pipeline | Data base management system software | |
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| Amazon Simple Storage Service S3 | Storage networking software | |
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| Apache Ant | Development environment software | |
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| Apache Groovy | Object or component oriented development software | |
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| Apache HTTP Server | Portal server software | |
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| Apache Mahout | Expert system software | |
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| Apache Pig | Data base management system software | |
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| Apache Solr | Data base management system software | |
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| Apache Sqoop | Data base management system software | |
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| Apache Struts | Web platform development software | |
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| ASG Technologies ASG-Zeke | Data base reporting software | |
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| Atlassian Bamboo | Enterprise application integration software | |
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| Backbone.js | Web platform development software | |
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| Blackbaud The Raiser's Edge | Customer relationship management CRM software | |
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| Blackboard software | Data base user interface and query software | |
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| BMC Software Change Manager | Data base management system software | |
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| BMC Software Control-M | Enterprise application integration software | |
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| BMC Software Recovery Manager RMAN | Backup or archival software | |
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| CA Easytrieve Report Generator | Manufacturing execution system MES software | |
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| CA IDMS | Data base management system software | |
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| Catalog navigation software | Data base management system software | |
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| Citrix cloud computing software | Access software | |
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| Cluster server software | Clustering software | |
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| Common business oriented language COBOL | Development environment software | |
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| Computer Associates Log Analyzer | Program testing software | |
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| Concurrency control software | Data base management system software | |
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| Couchbase Server | Data base management system software | |
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| Customer information control system CICS | Transaction server software | |
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| Dassault Systemes CATIA | Computer aided design CAD software | |
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| Data definition language DDL | Data base management system software | |
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| Data dictionary software | Metadata management software | |
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| Data manipulation language DML | Data base management system software | |
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| Data mapping software | Metadata management software | |
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| Data modeling software | Metadata management software | |
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| Data transformation services DTS software | Data base management system software | |
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| Data validation software | Information retrieval or search software | |
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| Database capacity planning software | Requirements analysis and system architecture software | |
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| Database cloning software | Backup or archival software | |
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| Database design software | Data base management system software | |
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| Database security software | Network security or virtual private network VPN management software | |
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| Database software | Data base user interface and query software | |
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| Database testing software | Program testing software | |
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| Delphi Technology | Financial analysis software | |
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| Deployment software | Configuration management software | |
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| DOS shell script | Operating system software | |
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| Drupal | Web platform development software | |
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| Dynamic hypertext markup language DHTML | Web platform development software | |
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| Ellucian Banner ERP | Enterprise resource planning ERP software | |
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| Embarcadero Technologies DBArtisan | Data base management system software | |
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| EMC NetWorker | Backup or archival software | |
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| Encryption software | Transaction security and virus protection software | |
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| Enterprise JavaBeans | Web platform development software | |
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| Ext JS | Web platform development software | |
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| Extensible hypertext markup language XHTML | Web platform development software | |
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| FileMaker Pro | Data base user interface and query software | |
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| Fund accounting software | Accounting software | |
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| Geographic information system GIS software | Geographic information system | |
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| Google Meet | Video conferencing software | |
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| Greenplum Database | Data base management system software | |
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| Hewlett Packard HP-UX | Operating system software | |
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| Hewlett Packard LoadRunner | Program testing software | |
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| HP DataProtector | Backup or archival software | |
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| Human resource management software HRMS | Human resources software | |
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| IBM ADSTAR | Backup or archival software | |
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| IBM Cognos Impromptu | Business intelligence and data analysis software | |
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| IBM Domino | Communications server software | |
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| IBM Informix | Object oriented data base management software | |
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| IBM InfoSphere DataStage | Enterprise application integration software | |
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| IBM Interactive System Productivity Facility ISPF | Data base management system software | |
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| IBM Notes | Electronic mail software | |
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| IBM Power Systems software | Enterprise system management software | |
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| IBM Rational Data Architect | Metadata management software | |
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| IBM WebSphere | Cloud-based management software | |
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| Index tuning software | Data base management system software | |
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| Informatica Big Data | Data base management system software | |
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| Informatica Corporation PowerCenter | Enterprise resource planning ERP software | |
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| Integrated development environment IDE software | Development environment software | |
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| Job control language JCL | Operating system software | |
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| Jupyter Notebook | Object or component oriented development software | |
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| KornShell | Operating system software | |
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| LAMP Stack | Web platform development software | |
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| LexisNexis | Information retrieval or search software | |
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| LogMeIn GoToMeeting | Video conferencing software | |
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| LogMeIn GoToWebinar | Network conferencing software | |
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| MapR Converged Data Platform | Data base management system software | |
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| MariaDB | Data base management system software | |
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| McAfee | Transaction security and virus protection software | |
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| Micosoft SQL Server Analysis Services SSAS | Business intelligence and data analysis software | |
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| Microsoft ActiveX | Object or component oriented development software | |
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| Microsoft ASP.NET Core MVC | Web platform development software | |
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| Microsoft Azure Data Factory | Cloud-based management software | |
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| Microsoft Dynamics | Enterprise resource planning ERP software | |
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| Microsoft Dynamics GP | Enterprise resource planning ERP software | |
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| Microsoft Exchange | Electronic mail software | |
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| Microsoft Publisher | Desktop publishing software | |
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| Microsoft Visual Basic Scripting Edition VBScript | Development environment software | |
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| Microsoft Visual Basic.NET | Object or component oriented development software | |
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| Microsoft Visual C# .NET | Object or component oriented development software | |
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| MicroStrategy | Business intelligence and data analysis software | |
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| Minitab | Analytical or scientific software | |
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| Nagios | Network monitoring software | |
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| Nearpod | Multi-media educational software | |
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| NetSuite ERP | Enterprise resource planning ERP software | |
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| NortonLifeLock cybersecurity software | Transaction security and virus protection software | |
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| Object database management system ODBMS | Object oriented data base management software | |
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| Oracle Application Express APEX | Web platform development software | |
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| Oracle Business Intelligence Enterprise Edition | Business intelligence and data analysis software | |
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| Oracle Data Guard | Backup or archival software | |
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| Oracle Designer | Web platform development software | |
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| Oracle E-Business Suite Financials | Financial analysis software | |
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| Oracle Eloqua | Customer relationship management CRM software | |
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| Oracle Enterprise Manager | Data base management system software | |
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| Oracle Enterprise Manager Cloud Control | Data base management system software | |
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| Oracle Fusion Applications | Enterprise resource planning ERP software | |
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| Oracle Fusion Middleware | Enterprise application integration software | |
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| Oracle Golden Gate | Data base management system software | |
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| Oracle Hyperion | Enterprise resource planning ERP software | |
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| Oracle JavaServer Pages JSP | Web platform development software | |
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| Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | |
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| Oracle JDBC | Data base user interface and query software | |
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| Oracle Learning Management | Human resources software | |
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| Oracle PeopleSoft Financials | Enterprise resource planning ERP software | |
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| Oracle Real Application Cluster RAC | Clustering software | |
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| Oracle Reports | Data base reporting software | |
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| Oracle Solaris | Operating system software | |
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| Oracle SQL Loader | Data base reporting software | |
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| Oracle SQL Plus | Data base reporting software | |
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| Oracle Taleo | Human resources software | |
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| Oracle WebLogic Server | Application server software | |
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| Pentaho Kettle | Metadata management software | |
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| Perforce Helix software | Configuration management software | |
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| Prolog | Development environment software | |
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| PySpark | Data base user interface and query software | |
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| Qlik Tech QlikView | Business intelligence and data analysis software | |
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| Quest Central | Data base management system software | |
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| Quest Erwin Data Modeler | Metadata management software | |
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| Quest SharePlex | Data base management system software | |
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| ReCrystallize Crystal Reports | Data base reporting software | |
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| Red Hat Ansible Engine | Configuration management software | |
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| Red Hat WildFly | Application server software | |
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| Redgate SQL Server | Administration software | |
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| Relational database management software | Data base management system software | |
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| Relational database management system software | Data base management system software | |
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| Restructured extended executor REXX | Development environment software | |
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| Ruby on Rails | Web platform development software | |
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| Safe Software FME | Analytical or scientific software | |
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| Salesforce Visualforce | Graphical user interface development software | |
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| SAP Adaptive Server Enterprise | Data base management system software | |
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| SAP Business Objects | Enterprise resource planning ERP software | |
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| SAP Crystal Reports | Data base reporting software | |
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| SAP PowerBuilder | Object or component oriented development software | |
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| SAP Replication Server | Data base management system software | |
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| SentryOne SQL Sentry | Data base management system software | |
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| Skype | Desktop communications software | |
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| SolarWinds | Cloud-based protection or security software | |
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| StataCorp Stata | Analytical or scientific software | |
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| Storage area network SAN software | Storage networking software | |
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| Storage management software | Backup or archival software | |
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| Supervisory control and data acquisition SCADA software | Industrial control software | |
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| Systems and data disaster recovery software | Backup or archival software | |
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| Teradata Active Enterprise Data Warehouse | Data base user interface and query software | |
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| Test data generator software | Analytical or scientific software | |
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| Ubuntu | Operating system software | |
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| Unified modeling language UML | Requirements analysis and system architecture software | |
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| Veritas NetBackup | Backup or archival software | |
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| Virtual private networking VPN software | Network security and virtual private network VPN equipment software | |
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| Visual Paradigm DB Visual ARCHITECT | Process mapping and design software | |
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| VMware | Clustering software | |
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| Wireshark | Network monitoring software | |
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| Zabbix | Network monitoring software | |
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<!-- market-evidence -->
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## Market evidence (job-ad analysis, 56 ads, as of 2026-07-11)
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Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
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### Tools
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- Oracle database — **21 %**
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<!-- market-evidence -->
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