{"company":{"id":5985,"name":"United Overseas Bank","domain":"uobgroup.com","url":"https://alion.io/company/uobgroup"},"answer":"United Overseas Bank builds mostly with Python, SQL, Java, COBOL. Its stack also includes Linux, Unix, Oracle, Hadoop. Python is named in 61 of the 192 job postings United Overseas Bank published in the last 12 months (32%). Counted by Alion from the job postings of United Overseas Bank, updated Sep 28, 2026.","window_days":365,"postings_analysed":192,"open_postings":144,"technologies_in_use":215,"modernity_score":82,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":61,"share":0.3177,"required":59,"open_postings":48,"first_seen":"2025-08-07","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":58,"share":0.3021,"required":54,"open_postings":42,"first_seen":"2025-11-04","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":37,"share":0.1927,"required":33,"open_postings":25,"first_seen":"2025-08-07","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":32,"share":0.1667,"required":30,"open_postings":23,"first_seen":"2025-11-04","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":30,"share":0.1563,"required":26,"open_postings":20,"first_seen":"2025-11-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":26,"share":0.1354,"required":25,"open_postings":20,"first_seen":"2025-08-07","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":26,"share":0.1354,"required":22,"open_postings":19,"first_seen":"2025-12-04","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":25,"share":0.1302,"required":22,"open_postings":20,"first_seen":"2025-12-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":23,"share":0.1198,"required":21,"open_postings":20,"first_seen":"2025-12-04","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":21,"share":0.1094,"required":21,"open_postings":15,"first_seen":"2025-11-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":21,"share":0.1094,"required":18,"open_postings":20,"first_seen":"2026-04-20","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":20,"share":0.1042,"required":18,"open_postings":15,"first_seen":"2025-12-04","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":20,"share":0.1042,"required":17,"open_postings":15,"first_seen":"2025-12-04","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"COBOL","layer":"languages","postings":19,"share":0.099,"required":9,"open_postings":11,"first_seen":"2025-10-31","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":18,"share":0.0938,"required":18,"open_postings":12,"first_seen":"2026-05-06","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":18,"share":0.0938,"required":18,"open_postings":13,"first_seen":"2026-06-10","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":17,"share":0.0885,"required":16,"open_postings":14,"first_seen":"2025-11-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":15,"share":0.0781,"required":14,"open_postings":11,"first_seen":"2025-12-04","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":15,"share":0.0781,"required":14,"open_postings":9,"first_seen":"2026-06-03","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":14,"share":0.0729,"required":14,"open_postings":13,"first_seen":"2026-05-25","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":14,"share":0.0729,"required":14,"open_postings":11,"first_seen":"2026-03-27","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"IBM MQ","layer":"tools","postings":13,"share":0.0677,"required":10,"open_postings":6,"first_seen":"2026-06-03","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":12,"share":0.0625,"required":12,"open_postings":10,"first_seen":"2026-03-27","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":12,"share":0.0625,"required":11,"open_postings":10,"first_seen":"2025-11-04","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":12,"share":0.0625,"required":11,"open_postings":9,"first_seen":"2026-06-03","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":12,"share":0.0625,"required":11,"open_postings":12,"first_seen":"2026-03-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":12,"share":0.0625,"required":11,"open_postings":11,"first_seen":"2026-03-05","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":11,"share":0.0573,"required":4,"open_postings":8,"first_seen":"2026-06-30","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":10,"share":0.0521,"required":10,"open_postings":8,"first_seen":"2026-03-27","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":9,"share":0.0469,"required":9,"open_postings":8,"first_seen":"2026-03-27","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":9,"share":0.0469,"required":8,"open_postings":7,"first_seen":"2026-04-20","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":8,"share":0.0417,"required":8,"open_postings":7,"first_seen":"2026-07-29","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":7,"share":0.0365,"required":7,"open_postings":3,"first_seen":"2026-07-22","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":7,"share":0.0365,"required":7,"open_postings":3,"first_seen":"2026-06-03","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Informatica","layer":"tools","postings":7,"share":0.0365,"required":7,"open_postings":7,"first_seen":"2025-11-04","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":7,"share":0.0365,"required":7,"open_postings":6,"first_seen":"2026-07-31","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"QlikSense","layer":"cloud","postings":7,"share":0.0365,"required":7,"open_postings":5,"first_seen":"2026-03-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":7,"share":0.0365,"required":7,"open_postings":2,"first_seen":"2025-08-07","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":7,"share":0.0365,"required":6,"open_postings":6,"first_seen":"2026-03-27","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":7,"share":0.0365,"required":6,"open_postings":4,"first_seen":"2025-08-07","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":7,"share":0.0365,"required":6,"open_postings":5,"first_seen":"2025-08-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":7,"share":0.0365,"required":5,"open_postings":5,"first_seen":"2025-12-04","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":7,"share":0.0365,"required":4,"open_postings":5,"first_seen":"2025-12-04","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":6,"share":0.0313,"required":6,"open_postings":3,"first_seen":"2026-06-03","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":5,"share":0.026,"required":5,"open_postings":4,"first_seen":"2026-03-27","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":5,"share":0.026,"required":5,"open_postings":3,"first_seen":"2026-03-27","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":5,"share":0.026,"required":5,"open_postings":5,"first_seen":"2026-07-09","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":5,"share":0.026,"required":5,"open_postings":3,"first_seen":"2026-04-08","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":5,"share":0.026,"required":5,"open_postings":2,"first_seen":"2026-05-14","last_seen":"2026-09-13","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":5,"share":0.026,"required":5,"open_postings":4,"first_seen":"2026-03-27","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":5,"share":0.026,"required":4,"open_postings":4,"first_seen":"2026-06-30","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":5,"share":0.026,"required":4,"open_postings":3,"first_seen":"2026-07-22","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":4,"share":0.0208,"required":4,"open_postings":4,"first_seen":"2026-08-01","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Apache HTTP Server","layer":"tools","postings":4,"share":0.0208,"required":4,"open_postings":2,"first_seen":"2026-06-03","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":4,"share":0.0208,"required":4,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":4,"share":0.0208,"required":4,"open_postings":4,"first_seen":"2026-08-19","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Keras","layer":"frameworks","postings":4,"share":0.0208,"required":4,"open_postings":4,"first_seen":"2026-07-09","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":4,"share":0.0208,"required":4,"open_postings":4,"first_seen":"2025-11-04","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":4,"share":0.0208,"required":4,"open_postings":3,"first_seen":"2026-04-20","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":4,"share":0.0208,"required":4,"open_postings":4,"first_seen":"2025-12-04","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Teradata","layer":"data","postings":4,"share":0.0208,"required":4,"open_postings":4,"first_seen":"2026-07-03","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":4,"share":0.0208,"required":4,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":4,"share":0.0208,"required":3,"open_postings":3,"first_seen":"2025-08-07","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":4,"share":0.0208,"required":3,"open_postings":2,"first_seen":"2026-06-03","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":4,"share":0.0208,"required":3,"open_postings":2,"first_seen":"2026-06-03","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":4,"share":0.0208,"required":3,"open_postings":2,"first_seen":"2026-06-30","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":4,"share":0.0208,"required":2,"open_postings":3,"first_seen":"2026-06-30","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-06-30","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Apache HTTP Server","layer":"tools","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-06-03","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Chef","layer":"tools","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-02-02","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-03-27","last_seen":"2026-08-01","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-03-27","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":3,"share":0.0156,"required":3,"open_postings":3,"first_seen":"2026-07-29","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":3,"share":0.0156,"required":3,"open_postings":3,"first_seen":"2026-08-24","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":3,"first_seen":"2026-07-29","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-03-27","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":3,"first_seen":"2026-06-10","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-04-20","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Tokenization","layer":"practices","postings":3,"share":0.0156,"required":3,"open_postings":3,"first_seen":"2026-08-01","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Trino","layer":"data","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Veracode","layer":"cloud","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-06-30","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":3,"share":0.0156,"required":3,"open_postings":2,"first_seen":"2026-03-27","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":3,"share":0.0156,"required":2,"open_postings":3,"first_seen":"2026-08-07","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Langfuse","layer":"cloud","postings":3,"share":0.0156,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"MariaDB","layer":"data","postings":3,"share":0.0156,"required":2,"open_postings":3,"first_seen":"2025-11-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":3,"share":0.0156,"required":2,"open_postings":2,"first_seen":"2026-03-27","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":3,"share":0.0156,"required":0,"open_postings":2,"first_seen":"2026-08-01","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2025-08-07","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Apache Camel","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Apache NiFi","layer":"tools","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Apache Tomcat","layer":"tools","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-07-23","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-09-13","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-01","last_seen":"2026-08-01","median_stated_pay_usd":null},{"name":"Commander.js","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"CyberArk","layer":"cloud","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-08-13","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Db2","layer":"data","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-01","last_seen":"2026-08-01","median_stated_pay_usd":null},{"name":"Explainable AI","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Groovy","layer":"languages","postings":2,"share":0.0104,"required":2,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-03-27","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2025-12-04","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"MLlib","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-01","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-09-13","median_stated_pay_usd":null},{"name":"React Native","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"SSIS","layer":"tools","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-05-14","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-09-13","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":2,"share":0.0104,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2026-06-16","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2025-12-04","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2025-12-04","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2025-12-04","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":2,"share":0.0104,"required":1,"open_postings":2,"first_seen":"2026-08-03","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Spring Security","layer":"frameworks","postings":2,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"ABAP","layer":"languages","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-07-27","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2025-12-04","last_seen":"2025-12-04","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Android SDK","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Apache Hudi","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"AppDynamics","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"CentOS Stream","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Dynatrace","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"EU AI Act","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-07-27","median_stated_pay_usd":null},{"name":"HBase","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-07-03","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Jetpack Compose","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Kustomize","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"LIME","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"Layer 2","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Llama","layer":"ai","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-07-19","last_seen":"2026-07-19","median_stated_pay_usd":null},{"name":"ML-Agents","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"MVC","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"MVP","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"MVVM","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"NFT","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-04-20","last_seen":"2026-04-20","median_stated_pay_usd":null},{"name":"Nagios","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Nessus","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"New Relic","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Presto","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Puppet","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Qualys Cloud Platform","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"RLHF","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-01","last_seen":"2026-08-01","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"SHAP","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"SQLite","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"SSAS","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Smart Contracts","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Tcpdump","layer":"tools","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-03-27","last_seen":"2026-03-27","median_stated_pay_usd":null},{"name":"Trend Micro","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":0,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Unstructured.io","layer":"frameworks","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.0052,"required":1,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"ActiveMQ","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Fortify","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-04-20","last_seen":"2026-04-20","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.0052,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Apache Camel","first_seen":"2026-08-29"},{"name":"Knowledge Graph","first_seen":"2026-08-29"},{"name":"Apache Iceberg","first_seen":"2026-08-29"},{"name":"BGP","first_seen":"2026-08-29"},{"name":"Delta Lake","first_seen":"2026-08-29"},{"name":"OSPF","first_seen":"2026-08-29"},{"name":"Wireshark","first_seen":"2026-08-29"},{"name":"Spring Security","first_seen":"2026-08-29"}],"rising":[{"name":"Python","share_from":16,"share_to":34},{"name":"Machine Learning","share_from":4,"share_to":13},{"name":"Kubernetes","share_from":0,"share_to":8},{"name":"AWS","share_from":4,"share_to":11},{"name":"Azure","share_from":4,"share_to":11},{"name":"Incident Management","share_from":4,"share_to":11},{"name":"Splunk","share_from":4,"share_to":11},{"name":"AI Agents","share_from":0,"share_to":7}],"falling":[{"name":"SLI/SLO/SLA","share_from":24,"share_to":9},{"name":"Linux","share_from":32,"share_to":18},{"name":"Unix","share_from":28,"share_to":15},{"name":"Windows","share_from":24,"share_to":11},{"name":"MS SQL","share_from":16,"share_to":5},{"name":"SIEM","share_from":12,"share_to":1},{"name":"Java","share_from":24,"share_to":14},{"name":"Oracle","share_from":16,"share_to":7}],"not_seen_180d":[]},"similar_stacks":[{"name":"Barclays","url":"https://alion.io/company/barclays-uk/technologies","shared_technologies":191},{"name":"The Infatuation","url":"https://alion.io/company/the-infatuation/technologies","shared_technologies":172},{"name":"Mastercard","url":"https://alion.io/company/mastercard/technologies","shared_technologies":191},{"name":"Bank of America","url":"https://alion.io/company/about-bank-of-america/technologies","shared_technologies":165},{"name":"PNC Financial Services Group","url":"https://alion.io/company/pnc/technologies","shared_technologies":141},{"name":"Visa","url":"https://alion.io/company/visa/technologies","shared_technologies":182},{"name":"USAA","url":"https://alion.io/company/usaa/technologies","shared_technologies":120},{"name":"Morgan Stanley","url":"https://alion.io/company/morgan-stanley/technologies","shared_technologies":127}],"html_url":"https://alion.io/company/uobgroup/technologies","json_url":"https://alion.io/company/uobgroup/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T22:28:07Z","generated_at":"2026-09-29T02:16:05Z"}}