13 KiB
13 KiB
Tools & technology — business analyst
Source: O*NET 30.3 'Software Skills' for 15-2051.01.
| 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 |
| GitHub | Application server software | yes |
| Alteryx software | Business intelligence and data analysis software | yes |
| Apache Spark | Business intelligence and data analysis software | yes |
| Google Looker Analytics | 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 |
| Oracle Cloud software | Cloud-based management software | yes |
| Splunk Enterprise | Cloud-based 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 |
| Apache Hive | Data base management system software | yes |
| Elasticsearch | Data base management system software | yes |
| MongoDB | Data base management system software | yes |
| MySQL | 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 |
| 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 |
| Oracle Database | Data base user interface and query software | yes |
| Structured query language SQL | Data base user interface and query software | yes |
| Transact-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 |
| 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 |
| Adobe Acrobat | Document management software | yes |
| Microsoft SharePoint | Document management software | yes |
| Microsoft Outlook | Electronic mail software | yes |
| Extensible markup language XML | Enterprise application integration software | yes |
| Microsoft Power Automate | Enterprise application integration software | yes |
| Microsoft Power Platform software | 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 ERP | Enterprise resource planning ERP software | yes |
| SAP software | Enterprise resource planning ERP software | yes |
| Git | File versioning software | yes |
| ESRI ArcGIS software | Geographic information system | yes |
| Epic Systems | Medical software | yes |
| MEDITECH software | 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 |
| Microsoft Office software | Office suite software | yes |
| Bash | Operating system software | yes |
| Linux | 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 |
| Microsoft Visio | Process mapping and design 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 |
| Web page creation and editing software | yes | |
| AJAX | Web platform development software | yes |
| Apache Tomcat | Web platform development software | yes |
| Django | 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 |
| PHP | Web platform development software | yes |
| Google Docs | Word processing software | yes |
| Microsoft Word | Word processing software | yes |
| Citrix cloud computing software | Access software | |
| Fund accounting software | Accounting software | |
| Tax software | Accounting software | |
| Minitab | Analytical or scientific software | |
| Rogue Wave Software IMSL Numerical Libraries | Analytical or scientific software | |
| StataCorp Stata | Analytical or scientific software | |
| Oracle WebLogic Server | Application server software | |
| Red Hat WildFly | Application server software | |
| Veritas NetBackup | Backup or archival software | |
| IBM Cognos Impromptu | 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 | |
| IBM Domino | Communications server software | |
| PTC Creo Parametric | Computer aided design CAD software | |
| Blackbaud The Raiser's Edge | Customer relationship management CRM software | |
| Oracle Eloqua | Customer relationship management CRM software | |
| Oracle Siebel Marketing Resource Management | Customer relationship management CRM software | |
| Apache Pig | Data base management system software | |
| Apache Solr | Data base management system software | |
| Relational database management software | Data base management system software | |
| Actuate Eclipse BIRT | Data base reporting software | |
| Information Builders WebFOCUS | Data base reporting software | |
| Microsoft Proclarity | Data base reporting software | |
| Panorama NovaView | Data base reporting software | |
| Reporting software | Data base reporting software | |
| SAP Crystal Reports | Data base reporting software | |
| SiSense Prism | Data base reporting software | |
| Airtable | 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 Essbase | Data base user interface and query software | |
| Oracle JDBC | Data base user interface and query software | |
| Data warehouse software | Data mining software | |
| Informatica Data Explorer | Data mining software | |
| SAP NetWeaver BW | Data mining software | |
| Eko | Desktop communications software | |
| Skype | Desktop communications software | |
| Microsoft Publisher | Desktop publishing software | |
| Adobe ActionScript | Development environment software | |
| Apache Ant | Development environment software | |
| Business Objects Data Integrator | 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 | |
| IBM Notes | Electronic mail software | |
| Microsoft Exchange | Electronic mail software | |
| IBM InfoSphere DataStage | Enterprise application integration software | |
| SAP BusinessObjects Data Integrator | Enterprise application integration 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 | |
| Delphi Technology | Financial analysis software | |
| IBM Unica Enterprise | 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 Taleo | Human resources software | |
| LexisNexis | Information retrieval or search software | |
| Healthcare common procedure coding system HCPCS | Medical software | |
| Medical condition coding software | Medical software | |
| Medical procedure coding software | Medical software | |
| Data modeling software | Metadata management software | |
| Quest Erwin Data Modeler | Metadata management software | |
| Nagios | Network monitoring software | |
| Wireshark | Network monitoring software | |
| Virtual private networking VPN software | Network security and virtual private network VPN equipment 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 | |
| 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 | |
| Google Slides | Presentation software | |
| Hewlett Packard LoadRunner | Program testing software | |
| Unified modeling language UML | Requirements analysis and system architecture software | |
| Google Ads | Sales and marketing 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 | |
| YouTube | Video creation and editing software | |
| Adobe Dreamweaver | Web page creation and editing software | |
| Google Sites | Web page creation and editing software | |
| Apache Struts | 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 | |
| Oracle JavaServer Pages JSP | Web platform development software | |
| Ruby on Rails | Web platform development software |
Market evidence (job-ad analysis, 40 ads, as of 2026-07-09)
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
Tools
- Microsoft Excel — 28 %
- Jira — 25 %