{"company":{"id":2105,"name":"DMG Companies","domain":"dmgcontractors.com","url":"https://alion.io/company/dmg-companies"},"answer":"DMG Companies builds mostly with C#, Java, JavaScript, TypeScript. Its stack also includes Apache Kafka, Kubernetes, React.js, PostgreSQL. C# is named in 2 of the 4 job postings DMG Companies published in the last 12 months (50%). Counted by Alion from the job postings of DMG Companies, updated Oct 26, 2026.","window_days":365,"postings_analysed":4,"open_postings":2,"technologies_in_use":37,"modernity_score":83,"ai_adoption":true,"technologies":[{"name":"C#","layer":"languages","postings":2,"share":0.5,"required":2,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":2,"share":0.5,"required":2,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.5,"required":2,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":2,"share":0.5,"required":2,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":2,"share":0.5,"required":2,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.5,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.5,"required":1,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.5,"required":1,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.5,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Entity Framework Core","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"WebSockets","layer":"tools","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"ASP.NET Core","layer":"frameworks","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-24","last_seen":"2026-10-24","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Raya Holding","url":"https://alion.io/company/raya-holding/technologies","shared_technologies":36},{"name":"Engineo","url":"https://alion.io/company/engineo/technologies","shared_technologies":35},{"name":"Tidyhire","url":"https://alion.io/company/tidyhire/technologies","shared_technologies":36},{"name":"Innomatics research Labs","url":"https://alion.io/company/innomatics-research-labs/technologies","shared_technologies":36},{"name":"Tredence Inc","url":"https://alion.io/company/tredence-inc/technologies","shared_technologies":35},{"name":"Devsu","url":"https://alion.io/company/devsu/technologies","shared_technologies":38},{"name":"Mindera","url":"https://alion.io/company/mindera/technologies","shared_technologies":37},{"name":"MOURI Tech","url":"https://alion.io/company/mouri-tech/technologies","shared_technologies":37}],"html_url":"https://alion.io/company/dmg-companies/technologies","json_url":"https://alion.io/company/dmg-companies/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-26T02:44:42Z","generated_at":"2026-10-26T23:26:53Z"}}