# Tools & technology — integration engineer Source: O*NET 30.3, occupation 15-1299.08 (Computer Systems Engineers/Architects) — manual nearest-occupation mapping via ISCO group 2511; the official ESCO crosswalk has no entry for this ESCO occupation. | Software | Category | Hot technology | |---|---|---| | Adobe Acrobat | Document management software | yes | | Adobe Creative Cloud software | Graphics or photo imaging software | yes | | Adobe Photoshop | Graphics or photo imaging software | yes | | AJAX | Web platform development software | yes | | Amazon DynamoDB | Data base management system 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 CloudFormation | Cloud-based management software | yes | | Amazon Web Services AWS software | Data base user interface and query software | yes | | Ansible software | Expert system software | yes | | Apache Airflow | Procedure management 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 | | Apache Kafka | Development environment software | yes | | Apache Maven | Development environment software | yes | | Apache Spark | Business intelligence and data analysis software | yes | | Apache Subversion SVN | File versioning software | yes | | Apache Tomcat | Web platform development software | yes | | Apple macOS | Operating system software | yes | | Atlassian Bitbucket | Application server software | yes | | Atlassian Confluence | Project management software | yes | | Atlassian JIRA | Content workflow software | yes | | Autodesk AutoCAD | Computer aided design CAD software | yes | | Autodesk Revit | Computer aided design CAD software | yes | | Bash | Operating system software | yes | | Bentley MicroStation | Computer aided design CAD software | yes | | Border Gateway Protocol BGP | Switch or router software | yes | | C | Development environment software | yes | | C# | Object or component oriented development software | yes | | C++ | Object or component oriented development software | yes | | Cascading style sheets CSS | Web platform development software | yes | | Chef | Configuration management software | yes | | Cisco Webex | Video conferencing software | yes | | Dassault Systemes SolidWorks | Computer aided design CAD software | yes | | Django | Web platform development software | yes | | Docker | Application server software | yes | | Eclipse IDE | Development environment software | yes | | Elasticsearch | Data base management system software | yes | | Epic Systems | Medical software | yes | | ESRI ArcGIS software | Geographic information system | yes | | Extensible markup language XML | Enterprise application integration software | yes | | Git | File versioning software | yes | | GitHub | Application server software | yes | | GitLab | Application server software | yes | | Go | Development environment software | yes | | Google Analytics | Data mining software | yes | | Google Angular | Web platform development software | yes | | Grafana Labs Grafana Cloud | Graphical user interface development software | yes | | GraphQL | Data base user interface and query software | yes | | Hibernate ORM | Object oriented data base management software | yes | | Hypertext markup language HTML | Web platform development software | yes | | IBM DB2 | Data base user interface and query software | yes | | IBM SPSS Statistics | Analytical or scientific software | yes | | IBM Terraform | Configuration management software | yes | | IBM WebSphere MQ | Cloud-based management software | yes | | JavaScript | Web platform development software | yes | | JavaScript Object Notation JSON | Web platform development software | yes | | Jenkins CI | Enterprise application integration software | yes | | jQuery | Object or component oriented development software | yes | | JUnit | Program testing software | yes | | Kubernetes | Application server software | yes | | Linux | Operating system software | yes | | Marketo Marketing Automation | Sales and marketing software | yes | | MEDITECH software | Medical software | yes | | Microsoft .NET Framework | Development environment software | yes | | Microsoft Access | Data base user interface and query software | yes | | Microsoft Active Directory | Internet directory services software | yes | | Microsoft Active Server Pages ASP | Web platform development software | yes | | Microsoft ASP.NET | Web platform development software | yes | | Microsoft Azure software | Development environment software | yes | | Microsoft Excel | Spreadsheet software | yes | | Microsoft Office software | Office suite software | yes | | Microsoft Power Platform software | Enterprise application integration software | yes | | Microsoft PowerPoint | Presentation software | yes | | Microsoft PowerShell | Development environment software | yes | | Microsoft Project | Project management software | yes | | Microsoft SharePoint | Document management software | yes | | Microsoft SQL Server | Data base user interface and query software | yes | | Microsoft SQL Server Integration Services SSIS | Enterprise application integration software | yes | | Microsoft SQL Server Reporting Services SSRS | Data base reporting software | yes | | Microsoft Teams | Project management software | yes | | Microsoft Visio | Process mapping and design 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 | | Microsoft Windows | Operating system software | yes | | Microsoft Windows Server | Operating system software | yes | | MongoDB | Data base management system software | yes | | MySQL | Data base management system software | yes | | Node.js | Web platform development software | yes | | NoSQL | Data base management system software | yes | | Oracle Cloud software | Cloud-based management software | yes | | Oracle Database | Data base user interface and query software | yes | | Oracle Java | Object or component oriented development software | yes | | Oracle Java 2 Platform Enterprise Edition J2EE | Development environment software | yes | | Oracle PeopleSoft | Enterprise resource planning ERP software | yes | | Oracle PL/SQL | Data base management system software | yes | | Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes | | Perl | Object or component oriented development software | yes | | PHP | Web platform development software | yes | | PostgreSQL | Object oriented data base management software | yes | | Prometheus | Data base user interface and query software | yes | | Puppet | Configuration management software | yes | | Python | Object or component oriented development software | yes | | R | Object or component oriented development software | yes | | React | Web platform development software | yes | | Red Hat Enterprise Linux | Operating system software | yes | | Red Hat OpenShift | Application server software | yes | | Redis | Data base management system software | yes | | Ruby | Development environment software | yes | | Salesforce software | Customer relationship management CRM software | yes | | SAP software | Enterprise resource planning ERP software | yes | | SAS | Analytical or scientific software | yes | | Scala | Object or component oriented development software | yes | | Selenium | Program testing software | yes | | ServiceNow | Data base user interface and query software | yes | | Shell script | Operating system software | yes | | Slack | Cloud-based data access and sharing software | yes | | Splunk Enterprise | Cloud-based management software | yes | | Spring Boot | Application server software | yes | | Spring Framework | Web platform development software | yes | | Structured query language SQL | Data base user interface and query software | yes | | Swift | Object or component oriented development software | yes | | Tableau | Business intelligence and data analysis software | yes | | Teradata Database | Data base management system software | yes | | The MathWorks MATLAB | Analytical or scientific software | yes | | Transact-SQL | Data base user interface and query software | yes | | Trimble SketchUp Pro | Graphics or photo imaging software | yes | | TypeScript | Object or component oriented development software | yes | | UNIX | Operating system software | yes | | UNIX Shell | Operating system software | yes | | 3M Post-it App | Word processing software | | | Adobe ActionScript | Development environment software | | | Adobe AIR | Development environment software | | | Adobe Dreamweaver | Web page creation and editing software | | | Adobe Flex | Web platform development software | | | Adobe FrameMaker | Desktop publishing software | | | Advanced business application programming ABAP | Object or component oriented development software | | | Altia Design | Graphical user interface development software | | | Amazon Simple Storage Service S3 | Storage networking software | | | Aonix Software Through Pictures | Development environment software | | | Apache Ant | Development environment software | | | Apache Groovy | Web platform development software | | | Apache HTTP Server | Portal server software | | | Apache Pig | Data base management system software | | | Apache Solr | Data base management system software | | | Apache Struts | Web platform development software | | | Apple Final Cut Pro | Video creation and editing software | | | Atlassian Bamboo | Enterprise application integration software | | | Backbone.js | Web platform development software | | | Basecamp | Project management software | | | BEA Tuxedo | Transaction server software | | | Blink | Instant messaging software | | | Borland VisiBroker | Development environment software | | | BroadVision software | Web platform development software | | | Cisco IOS | Operating system software | | | Citrix cloud computing software | Access software | | | Clarity Systems IBM Clarity | Enterprise resource planning ERP software | | | Common business oriented language COBOL | Development environment software | | | Computer aided design and drafting CADD software | Computer aided design CAD software | | | Customer information control system CICS | Transaction server software | | | Dassault Systemes CATIA | Computer aided design CAD software | | | DBTools Software DBManager Professional | Data base management system software | | | Delphi Technology | Financial analysis software | | | Dropbox | Cloud-based data access and sharing software | | | Drupal | Web platform development software | | | Dynamic hypertext markup language DHTML | Web platform development software | | | Eko | Desktop communications software | | | Enterprise JavaBeans | Web platform development software | | | Ext JS | Web platform development software | | | Extensible hypertext markup language XHTML | Web platform development software | | | FileMaker Pro | Data base user interface and query software | | | Firewall software | Network security and virtual private network VPN equipment software | | | Formula translation/translator FORTRAN | Development environment software | | | Geographic information system GIS software | Geographic information system | | | Google Ads | Sales and marketing software | | | Google Cloud software | Cloud-based management software | | | Grails | Web platform development software | | | Hewlett Packard HP-UX | Operating system software | | | Hewlett Packard LoadRunner | Program testing software | | | Human resource management software HRMS | Human resources software | | | IBM AIX | Operating system software | | | IBM Cognos Impromptu | Business intelligence and data analysis software | | | IBM Domino | Communications server software | | | IBM ILOG | Object or component oriented development software | | | IBM InfoSphere DataStage | Enterprise application integration software | | | IBM Infosphere Information Server | Data base management system software | | | IBM Lotus SameTime | Network conferencing software | | | IBM Notes | Electronic mail software | | | IBM Power Systems software | Enterprise system management software | | | IBM Rational Application Developer | Development environment software | | | IBM Rational Build Forge | Configuration management software | | | IBM Rational ClearCase | Configuration management software | | | IBM Rational Rose XDE | Development environment software | | | IBM WebSphere | Cloud-based management software | | | InScribe | Computer based training software | | | Integrated development environment IDE software | Development environment software | | | Intrusion detection system IDS | Network security or virtual private network VPN management software | | | IONA Orbix | Development environment software | | | Job control language JCL | Operating system software | | | Jupyter Notebook | Object or component oriented development software | | | KornShell | Operating system software | | | LAMP Stack | Web platform development software | | | LexisNexis | Information retrieval or search software | | | Local area network LAN software | LAN software | | | Magellan Firmware | Operating system software | | | McAfee | Transaction security and virus protection software | | | Microservices Architecture | Application server software | | | Microsoft ActiveX | Object or component oriented development software | | | Microsoft ASP.NET Core MVC | Web platform development software | | | Microsoft Dynamics | Enterprise resource planning ERP software | | | Microsoft Dynamics GP | Enterprise resource planning ERP software | | | Microsoft Exchange | Electronic mail software | | | Microsoft Internet Information Services (IIS) | Transaction server software | | | Microsoft Visual Basic Scripting Edition VBScript | Development environment software | | | MicroStrategy | Business intelligence and data analysis software | | | Minitab | Analytical or scientific software | | | Nagios | Network monitoring software | | | National Instruments LabVIEW | Development environment software | | | NetSuite ERP | Enterprise resource planning ERP software | | | Network intrusion prevention systems NIPS | Network monitoring software | | | NortonLifeLock cybersecurity software | Transaction security and virus protection software | | | Objective C | Object or component oriented development software | | | Oracle Business Intelligence Enterprise Edition | Business intelligence and data analysis software | | | Oracle E-Business Suite Financials | Financial analysis software | | | Oracle Eloqua | Customer relationship management CRM software | | | Oracle Fusion Applications | Enterprise resource planning ERP software | | | Oracle Fusion Middleware | Enterprise application integration software | | | Oracle Hyperion | Enterprise resource planning ERP software | | | Oracle JavaServer Pages JSP | Web platform development software | | | Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | | | Oracle JDBC | Data base user interface and query software | | | Oracle Solaris | Operating system software | | | Oracle Taleo | Human resources software | | | Oracle WebLogic Server | Application server software | | | Perforce Helix software | Configuration management software | | | PTC Creo Parametric | Computer aided design CAD software | | | Qlik Tech QlikView | Business intelligence and data analysis software | | | Quest Erwin Data Modeler | Metadata management software | | | Red Hat WildFly | Application server software | | | Relational database management software | Data base management system software | | | Ruby on Rails | Web platform development software | | | Salesforce Visualforce | Graphical user interface development software | | | SAP Business Objects | Enterprise resource planning ERP software | | | SAP Crystal Reports | Data base reporting software | | | Skype | Desktop communications software | | | Smalltalk | Object or component oriented development software | | | Snort | Network monitoring software | | | Software as a service SaaS | Cloud-based data access and sharing software | | | StataCorp Stata | Analytical or scientific software | | | Storage area network SAN software | Storage networking software | | | Supervisory control and data acquisition SCADA software | Industrial control software | | | Symark PowerBroker | Access software | | | ToadSoft Toad | Development environment software | | | Ubuntu | Operating system software | | | Unified modeling language UML | Requirements analysis and system architecture software | | | Verilog | Development environment software | | | Veritas NetBackup | Backup or archival software | | | Virtual private networking VPN software | Network security or virtual private network VPN management software | | | VMware | Clustering software | | | VMWare ESX Server | Application server software | | | Voice over internet protocol VoIP system software | Internet protocol IP multimedia subsystem software | | | Web browser software | Internet browser software | | | Wide area network WAN software | WAN switching software and firmware | | | Wireshark | Network monitoring software | | | xQuery | Data base user interface and query software | | ## Market evidence (job-ad analysis, 42 ads, as of 2026-07-14) Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. ### Tools - AWS — **19 %** - Docker — **19 %**