{"company":{"id":4423003,"name":"LAB3","domain":"lab3.com","url":"https://alion.io/company/lab3-2"},"answer":"LAB3 builds mostly with Python, PowerShell, Bash, SQL. Its stack also includes Azure, Azure DevOps, Azure SQL Database, PostgreSQL. Azure is named in 13 of the 13 job postings LAB3 published in the last 12 months (100%). Counted by Alion from the job postings of LAB3, updated Oct 14, 2026.","window_days":365,"postings_analysed":13,"open_postings":13,"technologies_in_use":58,"modernity_score":72,"ai_adoption":true,"technologies":[{"name":"Azure","layer":"cloud","postings":13,"share":1,"required":13,"open_postings":13,"first_seen":"2026-03-16","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":9,"share":0.6923,"required":8,"open_postings":9,"first_seen":"2026-08-04","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":8,"share":0.6154,"required":7,"open_postings":8,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":8,"share":0.6154,"required":6,"open_postings":8,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":7,"share":0.5385,"required":7,"open_postings":7,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Azure AKS","layer":"cloud","postings":6,"share":0.4615,"required":5,"open_postings":6,"first_seen":"2026-08-04","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":6,"share":0.4615,"required":4,"open_postings":6,"first_seen":"2026-08-04","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":6,"share":0.4615,"required":4,"open_postings":6,"first_seen":"2026-08-04","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Azure SQL Database","layer":"data","postings":4,"share":0.3077,"required":2,"open_postings":4,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":4,"share":0.3077,"required":2,"open_postings":4,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":4,"share":0.3077,"required":2,"open_postings":4,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":3,"share":0.2308,"required":3,"open_postings":3,"first_seen":"2026-07-08","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":3,"share":0.2308,"required":2,"open_postings":3,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":3,"share":0.2308,"required":2,"open_postings":3,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":3,"share":0.2308,"required":2,"open_postings":3,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Microsoft Defender for Cloud","layer":"cloud","postings":3,"share":0.2308,"required":2,"open_postings":3,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Bamboo","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Chef","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"OpenStack","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Vault","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.1538,"required":1,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"SSAS","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-03-16","last_seen":"2026-03-16","median_stated_pay_usd":null},{"name":"SSIS","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-03-16","last_seen":"2026-03-16","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Bicep","first_seen":"2026-09-17"},{"name":"GitHub","first_seen":"2026-09-17"},{"name":"Bamboo","first_seen":"2026-09-17"},{"name":"Bitbucket","first_seen":"2026-09-17"},{"name":"GitHub Actions","first_seen":"2026-09-17"},{"name":"Helm","first_seen":"2026-09-17"},{"name":"Jenkins","first_seen":"2026-09-17"},{"name":"Microsoft Entra ID","first_seen":"2026-09-17"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Euroclear","url":"https://alion.io/company/euroclear/technologies","shared_technologies":47},{"name":"Nordea","url":"https://alion.io/company/nordea-4/technologies","shared_technologies":47},{"name":"Cotiviti","url":"https://alion.io/company/cotiviti/technologies","shared_technologies":48},{"name":"SimCorp","url":"https://alion.io/company/simcorp/technologies","shared_technologies":47},{"name":"Avanade","url":"https://alion.io/company/avanade-3/technologies","shared_technologies":47},{"name":"DVT","url":"https://alion.io/company/dvt/technologies","shared_technologies":50},{"name":"Elevus","url":"https://alion.io/company/elevus/technologies","shared_technologies":50},{"name":"Northern Trust","url":"https://alion.io/company/northerntrust/technologies","shared_technologies":56}],"html_url":"https://alion.io/company/lab3-2/technologies","json_url":"https://alion.io/company/lab3-2/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-14T15:11:06Z","generated_at":"2026-10-14T19:59:30Z"}}