{"company":{"id":722474,"name":"ProQuest","domain":"proquest.com","url":"https://alion.io/company/proquest"},"answer":"ProQuest builds mostly with Python, SQL, Java, TypeScript. Its stack also includes AWS, Azure, PostgreSQL, Spring Boot. AWS is named in 35 of the 96 job postings ProQuest published in the last 12 months (36%). Counted by Alion from the job postings of ProQuest, updated Sep 27, 2026.","window_days":365,"postings_analysed":96,"open_postings":81,"technologies_in_use":183,"modernity_score":83,"ai_adoption":true,"technologies":[{"name":"AWS","layer":"cloud","postings":35,"share":0.3646,"required":32,"open_postings":28,"first_seen":"2026-05-04","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":28,"share":0.2917,"required":26,"open_postings":23,"first_seen":"2026-05-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":25,"share":0.2604,"required":25,"open_postings":22,"first_seen":"2026-05-04","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":25,"share":0.2604,"required":24,"open_postings":21,"first_seen":"2026-04-24","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":21,"share":0.2188,"required":19,"open_postings":17,"first_seen":"2026-05-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":18,"share":0.1875,"required":16,"open_postings":14,"first_seen":"2026-05-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":17,"share":0.1771,"required":16,"open_postings":14,"first_seen":"2026-05-19","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":15,"share":0.1563,"required":15,"open_postings":12,"first_seen":"2026-07-22","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":14,"share":0.1458,"required":6,"open_postings":12,"first_seen":"2026-05-14","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":14,"share":0.1458,"required":2,"open_postings":11,"first_seen":"2026-05-20","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":12,"share":0.125,"required":12,"open_postings":8,"first_seen":"2026-05-20","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":12,"share":0.125,"required":9,"open_postings":8,"first_seen":"2026-07-03","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":11,"share":0.1146,"required":11,"open_postings":8,"first_seen":"2026-05-20","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":11,"share":0.1146,"required":10,"open_postings":9,"first_seen":"2026-05-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":10,"share":0.1042,"required":9,"open_postings":8,"first_seen":"2026-05-20","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":9,"share":0.0938,"required":9,"open_postings":8,"first_seen":"2026-06-23","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":9,"share":0.0938,"required":8,"open_postings":6,"first_seen":"2026-08-05","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":9,"share":0.0938,"required":7,"open_postings":7,"first_seen":"2026-05-04","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":8,"share":0.0833,"required":8,"open_postings":7,"first_seen":"2026-04-24","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":8,"share":0.0833,"required":8,"open_postings":8,"first_seen":"2026-05-04","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":8,"share":0.0833,"required":8,"open_postings":7,"first_seen":"2026-05-20","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":8,"share":0.0833,"required":8,"open_postings":7,"first_seen":"2026-04-24","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":8,"share":0.0833,"required":8,"open_postings":6,"first_seen":"2026-07-03","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":8,"share":0.0833,"required":7,"open_postings":8,"first_seen":"2026-05-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":7,"share":0.0729,"required":7,"open_postings":6,"first_seen":"2026-05-14","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":7,"share":0.0729,"required":7,"open_postings":6,"first_seen":"2026-08-06","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":7,"share":0.0729,"required":6,"open_postings":5,"first_seen":"2026-07-27","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":7,"share":0.0729,"required":6,"open_postings":7,"first_seen":"2026-05-04","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":7,"share":0.0729,"required":5,"open_postings":6,"first_seen":"2026-05-04","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":6,"share":0.0625,"required":6,"open_postings":6,"first_seen":"2026-07-10","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":6,"share":0.0625,"required":6,"open_postings":5,"first_seen":"2026-07-27","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":6,"share":0.0625,"required":6,"open_postings":6,"first_seen":"2026-08-04","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":6,"share":0.0625,"required":6,"open_postings":6,"first_seen":"2026-07-27","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":6,"share":0.0625,"required":5,"open_postings":6,"first_seen":"2026-05-04","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":6,"share":0.0625,"required":5,"open_postings":5,"first_seen":"2026-05-20","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":6,"share":0.0625,"required":5,"open_postings":6,"first_seen":"2026-05-04","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":6,"share":0.0625,"required":5,"open_postings":5,"first_seen":"2026-08-05","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":6,"share":0.0625,"required":3,"open_postings":5,"first_seen":"2026-07-03","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":6,"share":0.0625,"required":3,"open_postings":3,"first_seen":"2026-07-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":5,"share":0.0521,"required":5,"open_postings":3,"first_seen":"2026-05-20","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":5,"share":0.0521,"required":5,"open_postings":4,"first_seen":"2026-08-05","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":5,"share":0.0521,"required":5,"open_postings":4,"first_seen":"2026-04-24","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":5,"share":0.0521,"required":5,"open_postings":4,"first_seen":"2026-04-24","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":5,"share":0.0521,"required":4,"open_postings":5,"first_seen":"2026-08-04","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":5,"share":0.0521,"required":4,"open_postings":4,"first_seen":"2026-08-03","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":5,"share":0.0521,"required":3,"open_postings":5,"first_seen":"2026-08-14","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2026-05-04","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2026-04-24","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"FAISS","layer":"frameworks","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2026-04-24","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2026-05-20","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":4,"share":0.0417,"required":4,"open_postings":4,"first_seen":"2026-05-19","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2026-04-24","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":4,"share":0.0417,"required":4,"open_postings":4,"first_seen":"2026-09-14","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2026-04-24","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":4,"share":0.0417,"required":3,"open_postings":3,"first_seen":"2026-08-05","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-05-20","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-07-27","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-08-04","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-09-01","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-05-04","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-05-20","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-09-02","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-08-04","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-07-10","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Lightning Web Components","layer":"frameworks","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-08-14","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-05-20","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-05-04","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-09-02","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Ragas","layer":"frameworks","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-05-20","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-08-31","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-05-20","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-05-20","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-09-02","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":3,"share":0.0313,"required":2,"open_postings":3,"first_seen":"2026-09-02","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"PagerDuty","layer":"cloud","postings":3,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-07-09","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":3,"share":0.0313,"required":2,"open_postings":3,"first_seen":"2026-05-04","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":3,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":3,"share":0.0313,"required":2,"open_postings":3,"first_seen":"2026-05-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":3,"share":0.0313,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Alteryx","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-07-03","last_seen":"2026-07-03","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-05-14","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-05-04","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"Hibernate","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"KVM","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-08-31","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":0,"first_seen":"2026-09-18","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Qualys Cloud Platform","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":0,"first_seen":"2026-09-18","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"TeamCity","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Visualforce","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-08-14","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":2,"share":0.0208,"required":1,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Fivetran","layer":"tools","postings":2,"share":0.0208,"required":1,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":2,"share":0.0208,"required":1,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":2,"share":0.0208,"required":1,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"SAP BusinessObjects","layer":"cloud","postings":2,"share":0.0208,"required":1,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Zabbix","layer":"tools","postings":2,"share":0.0208,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.0208,"required":1,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Azure AKS","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"CAPA","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"CentOS Stream","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Checkmarx","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Crowdstrike","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Dynatrace","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Graylog","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Jupyter Notebook","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Keycloak","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Kong","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Metabase","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Milvus","layer":"data","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-04-24","median_stated_pay_usd":null},{"name":"Mockito","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Nest.JS","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-05-04","last_seen":"2026-05-04","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Salesforce Data Cloud","layer":"data","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Salesforce Flow","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"SoapUI","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Spring Framework","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Tanium","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-05-04","last_seen":"2026-05-04","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-05-04","last_seen":"2026-05-04","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-05-04","last_seen":"2026-05-04","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-05-04","last_seen":"2026-05-04","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Playwright","first_seen":"2026-09-18"},{"name":"Selenium","first_seen":"2026-09-18"},{"name":"API Gateway","first_seen":"2026-09-17"},{"name":"Alteryx","first_seen":"2026-09-16"},{"name":"Windows Server","first_seen":"2026-09-16"},{"name":"VMWare","first_seen":"2026-09-14"},{"name":"Active Directory","first_seen":"2026-09-14"},{"name":"Ansible","first_seen":"2026-09-14"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Mitsubishi UFJ Financial Group","url":"https://alion.io/company/mufg/technologies","shared_technologies":151},{"name":"Minfy Technologies","url":"https://alion.io/company/minfy-technologies/technologies","shared_technologies":130},{"name":"Unisys Corporation","url":"https://alion.io/company/unisys/technologies","shared_technologies":135},{"name":"FIS","url":"https://alion.io/company/fis/technologies","shared_technologies":157},{"name":"PricewaterhouseCoopers","url":"https://alion.io/company/pwc/technologies","shared_technologies":145},{"name":"Brillio","url":"https://alion.io/company/brillio/technologies","shared_technologies":159},{"name":"Version 1","url":"https://alion.io/company/version1/technologies","shared_technologies":132},{"name":"Depository Trust & Clearing Corporation","url":"https://alion.io/company/dtcc-com/technologies","shared_technologies":132}],"html_url":"https://alion.io/company/proquest/technologies","json_url":"https://alion.io/company/proquest/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T15:31:38Z","generated_at":"2026-09-28T01:01:03Z"}}