{"company":{"id":4228,"name":"PNC Financial Services Group","domain":"pnc.com","url":"https://alion.io/company/pnc"},"answer":"PNC Financial Services Group builds mostly with SQL, Python, Java, JavaScript. Its stack also includes Azure, Apache Kafka, Angular, Spring Boot. SQL is named in 111 of the 310 job postings PNC Financial Services Group published in the last 12 months (36%). Counted by Alion from the job postings of PNC Financial Services Group, updated Sep 28, 2026.","window_days":365,"postings_analysed":310,"open_postings":150,"technologies_in_use":226,"modernity_score":82,"ai_adoption":true,"technologies":[{"name":"SQL","layer":"languages","postings":111,"share":0.3581,"required":94,"open_postings":53,"first_seen":"2026-06-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":84,"share":0.271,"required":63,"open_postings":49,"first_seen":"2026-06-22","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":73,"share":0.2355,"required":67,"open_postings":22,"first_seen":"2026-06-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":69,"share":0.2226,"required":17,"open_postings":38,"first_seen":"2026-06-02","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":65,"share":0.2097,"required":63,"open_postings":26,"first_seen":"2026-06-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":55,"share":0.1774,"required":32,"open_postings":21,"first_seen":"2026-06-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":45,"share":0.1452,"required":29,"open_postings":18,"first_seen":"2026-06-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":44,"share":0.1419,"required":34,"open_postings":14,"first_seen":"2026-06-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":41,"share":0.1323,"required":28,"open_postings":15,"first_seen":"2026-06-25","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":41,"share":0.1323,"required":23,"open_postings":16,"first_seen":"2026-06-02","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":38,"share":0.1226,"required":28,"open_postings":11,"first_seen":"2026-06-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":36,"share":0.1161,"required":32,"open_postings":9,"first_seen":"2026-06-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":34,"share":0.1097,"required":25,"open_postings":12,"first_seen":"2026-06-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":33,"share":0.1065,"required":31,"open_postings":10,"first_seen":"2026-06-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":31,"share":0.1,"required":23,"open_postings":12,"first_seen":"2026-06-18","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":29,"share":0.0935,"required":27,"open_postings":9,"first_seen":"2026-06-29","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":29,"share":0.0935,"required":26,"open_postings":16,"first_seen":"2026-06-30","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":27,"share":0.0871,"required":27,"open_postings":11,"first_seen":"2026-06-29","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":26,"share":0.0839,"required":19,"open_postings":7,"first_seen":"2026-07-15","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":26,"share":0.0839,"required":17,"open_postings":8,"first_seen":"2026-06-22","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":24,"share":0.0774,"required":20,"open_postings":10,"first_seen":"2026-06-24","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":24,"share":0.0774,"required":19,"open_postings":10,"first_seen":"2026-06-18","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":23,"share":0.0742,"required":17,"open_postings":16,"first_seen":"2026-06-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":23,"share":0.0742,"required":14,"open_postings":10,"first_seen":"2026-07-03","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Dynatrace","layer":"cloud","postings":21,"share":0.0677,"required":16,"open_postings":13,"first_seen":"2026-06-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":20,"share":0.0645,"required":12,"open_postings":15,"first_seen":"2026-07-10","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":19,"share":0.0613,"required":13,"open_postings":8,"first_seen":"2026-06-18","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":19,"share":0.0613,"required":9,"open_postings":10,"first_seen":"2026-07-13","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":18,"share":0.0581,"required":14,"open_postings":6,"first_seen":"2026-07-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":17,"share":0.0548,"required":17,"open_postings":6,"first_seen":"2026-07-01","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":17,"share":0.0548,"required":12,"open_postings":5,"first_seen":"2026-07-01","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":16,"share":0.0516,"required":15,"open_postings":6,"first_seen":"2026-06-30","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":16,"share":0.0516,"required":13,"open_postings":6,"first_seen":"2026-07-08","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":16,"share":0.0516,"required":9,"open_postings":6,"first_seen":"2026-06-02","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":15,"share":0.0484,"required":13,"open_postings":8,"first_seen":"2026-06-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":15,"share":0.0484,"required":9,"open_postings":5,"first_seen":"2026-07-08","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":14,"share":0.0452,"required":13,"open_postings":9,"first_seen":"2026-08-05","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":14,"share":0.0452,"required":10,"open_postings":7,"first_seen":"2026-07-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":14,"share":0.0452,"required":8,"open_postings":5,"first_seen":"2026-07-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":13,"share":0.0419,"required":10,"open_postings":6,"first_seen":"2026-06-30","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":12,"share":0.0387,"required":10,"open_postings":6,"first_seen":"2026-06-25","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":12,"share":0.0387,"required":8,"open_postings":5,"first_seen":"2026-07-08","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":11,"share":0.0355,"required":9,"open_postings":6,"first_seen":"2026-07-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":10,"share":0.0323,"required":10,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":10,"share":0.0323,"required":9,"open_postings":5,"first_seen":"2026-07-13","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":10,"share":0.0323,"required":6,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":10,"share":0.0323,"required":6,"open_postings":3,"first_seen":"2026-07-15","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"COBOL","layer":"languages","postings":9,"share":0.029,"required":8,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":9,"share":0.029,"required":7,"open_postings":2,"first_seen":"2026-06-18","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":9,"share":0.029,"required":7,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":9,"share":0.029,"required":7,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":9,"share":0.029,"required":2,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Teradata","layer":"data","postings":8,"share":0.0258,"required":8,"open_postings":2,"first_seen":"2026-06-25","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":8,"share":0.0258,"required":8,"open_postings":4,"first_seen":"2026-07-13","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":8,"share":0.0258,"required":7,"open_postings":3,"first_seen":"2026-06-30","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Hibernate","layer":"frameworks","postings":8,"share":0.0258,"required":4,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":7,"share":0.0226,"required":7,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Informatica","layer":"tools","postings":7,"share":0.0226,"required":7,"open_postings":2,"first_seen":"2026-06-25","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":7,"share":0.0226,"required":7,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":7,"share":0.0226,"required":5,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":7,"share":0.0226,"required":5,"open_postings":3,"first_seen":"2026-06-30","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":7,"share":0.0226,"required":4,"open_postings":5,"first_seen":"2026-07-14","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":7,"share":0.0226,"required":3,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":7,"share":0.0226,"required":3,"open_postings":4,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":7,"share":0.0226,"required":3,"open_postings":3,"first_seen":"2026-06-29","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":7,"share":0.0226,"required":2,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"MongoDB","layer":"data","postings":6,"share":0.0194,"required":6,"open_postings":4,"first_seen":"2026-06-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"RxJS","layer":"frameworks","postings":6,"share":0.0194,"required":6,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":6,"share":0.0194,"required":6,"open_postings":3,"first_seen":"2026-07-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Mockito","layer":"frameworks","postings":6,"share":0.0194,"required":5,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":5,"share":0.0161,"required":5,"open_postings":2,"first_seen":"2026-07-03","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Db2","layer":"data","postings":5,"share":0.0161,"required":5,"open_postings":1,"first_seen":"2026-07-17","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":5,"share":0.0161,"required":5,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":5,"share":0.0161,"required":5,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":5,"share":0.0161,"required":5,"open_postings":4,"first_seen":"2026-07-23","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"IBM MQ","layer":"tools","postings":4,"share":0.0129,"required":4,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":4,"share":0.0129,"required":4,"open_postings":2,"first_seen":"2026-06-18","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Objective-C","layer":"languages","postings":4,"share":0.0129,"required":4,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":4,"share":0.0129,"required":4,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"SoapUI","layer":"tools","postings":4,"share":0.0129,"required":4,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Swift","layer":"languages","postings":4,"share":0.0129,"required":4,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":4,"share":0.0129,"required":4,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":4,"share":0.0129,"required":3,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Dart","layer":"languages","postings":4,"share":0.0129,"required":3,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":4,"share":0.0129,"required":3,"open_postings":0,"first_seen":"2026-08-27","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Apache Tomcat","layer":"tools","postings":4,"share":0.0129,"required":2,"open_postings":3,"first_seen":"2026-06-29","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":4,"share":0.0129,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":4,"share":0.0129,"required":2,"open_postings":3,"first_seen":"2026-06-25","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Android SDK","layer":"cloud","postings":4,"share":0.0129,"required":0,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Flutter","layer":"frameworks","postings":4,"share":0.0129,"required":0,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"MAUI","layer":"frameworks","postings":4,"share":0.0129,"required":0,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"React Native","layer":"frameworks","postings":4,"share":0.0129,"required":0,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Spring MVC","layer":"frameworks","postings":4,"share":0.0129,"required":0,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"iOS SDK","layer":"cloud","postings":4,"share":0.0129,"required":0,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"ActiveMQ","layer":"cloud","postings":3,"share":0.0097,"required":3,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":3,"share":0.0097,"required":3,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":3,"share":0.0097,"required":3,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"CICS","layer":"tools","postings":3,"share":0.0097,"required":3,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Cucumber","layer":"frameworks","postings":3,"share":0.0097,"required":3,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":3,"share":0.0097,"required":3,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":3,"share":0.0097,"required":3,"open_postings":3,"first_seen":"2026-07-15","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":3,"share":0.0097,"required":3,"open_postings":2,"first_seen":"2026-06-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":3,"share":0.0097,"required":3,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Sass","layer":"languages","postings":3,"share":0.0097,"required":3,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":3,"share":0.0097,"required":3,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Trino","layer":"data","postings":3,"share":0.0097,"required":3,"open_postings":2,"first_seen":"2026-08-14","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":3,"share":0.0097,"required":2,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":3,"share":0.0097,"required":2,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"VSAM","layer":"other","postings":3,"share":0.0097,"required":2,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":3,"share":0.0097,"required":1,"open_postings":2,"first_seen":"2026-07-13","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":3,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":3,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"SRE","layer":"practices","postings":3,"share":0.0097,"required":1,"open_postings":3,"first_seen":"2026-07-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":3,"share":0.0097,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"MVC","layer":"practices","postings":3,"share":0.0097,"required":0,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-07-24","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"ASP.NET Core","layer":"frameworks","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"CyberArk","layer":"cloud","postings":2,"share":0.0065,"required":2,"open_postings":0,"first_seen":"2026-08-18","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Endevor","layer":"tools","postings":2,"share":0.0065,"required":2,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Entity Framework Core","layer":"frameworks","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":2,"share":0.0065,"required":2,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":2,"share":0.0065,"required":2,"open_postings":2,"first_seen":"2026-07-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":2,"share":0.0065,"required":2,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":2,"share":0.0065,"required":2,"open_postings":2,"first_seen":"2026-06-29","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"JCL","layer":"languages","postings":2,"share":0.0065,"required":2,"open_postings":0,"first_seen":"2026-09-04","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":2,"share":0.0065,"required":2,"open_postings":0,"first_seen":"2026-08-13","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":2,"share":0.0065,"required":2,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":2,"share":0.0065,"required":2,"open_postings":2,"first_seen":"2026-07-14","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":2,"share":0.0065,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":2,"share":0.0065,"required":1,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":2,"share":0.0065,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":2,"share":0.0065,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":2,"share":0.0065,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":2,"share":0.0065,"required":1,"open_postings":0,"first_seen":"2026-09-01","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SLURM","layer":"tools","postings":2,"share":0.0065,"required":1,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Spring Framework","layer":"frameworks","postings":2,"share":0.0065,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-08-30","median_stated_pay_usd":null},{"name":"Spring Security","layer":"frameworks","postings":2,"share":0.0065,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":2,"share":0.0065,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":2,"share":0.0065,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.0065,"required":0,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":2,"share":0.0065,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Kibana","layer":"cloud","postings":2,"share":0.0065,"required":0,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":2,"share":0.0065,"required":0,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.0065,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.0065,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":2,"share":0.0065,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":2,"share":0.0065,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":2,"share":0.0065,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Adobe After Effects","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Akamai","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Alation","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Angular Material","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Apache HTTP Server","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Assembly","layer":"languages","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Aura Components","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"BeyondTrust","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Celery","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Cordova","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Dependency Injection","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"FigJam","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"GraphDB","layer":"data","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Groovy","layer":"languages","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"JFrog Artifactory","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Lightning Web Components","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"MVVM","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"NgRx","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Polaris","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Rollup","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"SQLAlchemy","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"SQLModel","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Spring Cloud","layer":"frameworks","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Vault","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":1,"share":0.0032,"required":1,"open_postings":0,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":1,"share":0.0032,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWX","layer":"tools","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Checkmarx","layer":"cloud","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0032,"required":0,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"File-AID","layer":"tools","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"KVM","layer":"tools","postings":1,"share":0.0032,"required":0,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":1,"share":0.0032,"required":0,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0032,"required":0,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Storybook","layer":"tools","postings":1,"share":0.0032,"required":0,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"TSO/ISPF","layer":"cloud","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.0032,"required":0,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"TCP/IP","first_seen":"2026-09-21"},{"name":"LangGraph","first_seen":"2026-09-14"},{"name":"Model Context Protocol","first_seen":"2026-09-14"},{"name":"Neo4j","first_seen":"2026-09-08"},{"name":"Node JS","first_seen":"2026-09-08"},{"name":"JCL","first_seen":"2026-09-04"},{"name":"Red Hat","first_seen":"2026-09-01"}],"rising":[{"name":"Python","share_from":8,"share_to":28},{"name":"Docker","share_from":0,"share_to":9},{"name":"Incident Management","share_from":0,"share_to":8},{"name":"Tableau","share_from":0,"share_to":7},{"name":"Spark","share_from":0,"share_to":6},{"name":"Platform Engineering","share_from":0,"share_to":6},{"name":"Windows","share_from":0,"share_to":6},{"name":"C#","share_from":0,"share_to":6}],"falling":[{"name":"Spring Boot","share_from":42,"share_to":9},{"name":"Java","share_from":50,"share_to":20},{"name":"Dynatrace","share_from":25,"share_to":6},{"name":"JavaScript","share_from":33,"share_to":17},{"name":"JUnit","share_from":17,"share_to":2},{"name":"Angular","share_from":25,"share_to":11},{"name":"SOAP","share_from":17,"share_to":3},{"name":"TypeScript","share_from":25,"share_to":12}],"not_seen_180d":[]},"similar_stacks":[{"name":"Barclays","url":"https://alion.io/company/barclays-uk/technologies","shared_technologies":205},{"name":"FIS","url":"https://alion.io/company/fis/technologies","shared_technologies":180},{"name":"Synechron","url":"https://alion.io/company/synechron/technologies","shared_technologies":184},{"name":"TD Bank Group","url":"https://alion.io/company/td-bank/technologies","shared_technologies":180},{"name":"NielsenIQ","url":"https://alion.io/company/nielseniq/technologies","shared_technologies":163},{"name":"United Overseas Bank","url":"https://alion.io/company/uobgroup/technologies","shared_technologies":142},{"name":"Unisys Corporation","url":"https://alion.io/company/unisys/technologies","shared_technologies":146},{"name":"Endava","url":"https://alion.io/company/endava/technologies","shared_technologies":172}],"html_url":"https://alion.io/company/pnc/technologies","json_url":"https://alion.io/company/pnc/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T03:01:20Z","generated_at":"2026-09-28T04:21:31Z"}}