{"company":{"id":63145,"name":"Qventus","domain":"qventus.com","url":"https://alion.io/company/qventus"},"answer":"Qventus builds mostly with Python, SQL, C++, JavaScript. Its stack also includes Databricks, AWS, Snowflake, Amazon Redshift. Python is named in 8 of the 19 job postings Qventus published in the last 12 months (42%). Counted by Alion from the job postings of Qventus, updated Oct 12, 2026.","window_days":365,"postings_analysed":19,"open_postings":13,"technologies_in_use":43,"modernity_score":90,"ai_adoption":true,"technologies":[{"name":"Machine Learning","layer":"practices","postings":19,"share":1,"required":19,"open_postings":13,"first_seen":"2026-05-28","last_seen":"2026-10-09","median_stated_pay_usd":182500},{"name":"Python","layer":"languages","postings":8,"share":0.4211,"required":8,"open_postings":5,"first_seen":"2026-06-02","last_seen":"2026-10-05","median_stated_pay_usd":170000},{"name":"SQL","layer":"languages","postings":6,"share":0.3158,"required":6,"open_postings":3,"first_seen":"2026-07-30","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":6,"share":0.3158,"required":2,"open_postings":3,"first_seen":"2026-07-22","last_seen":"2026-10-05","median_stated_pay_usd":170000},{"name":"AI Agents","layer":"practices","postings":5,"share":0.2632,"required":5,"open_postings":5,"first_seen":"2026-06-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":5,"share":0.2632,"required":5,"open_postings":5,"first_seen":"2026-06-02","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":4,"share":0.2105,"required":1,"open_postings":3,"first_seen":"2026-07-30","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":3,"share":0.1579,"required":2,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":2,"share":0.1053,"required":2,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Explainable AI","layer":"practices","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.1053,"required":2,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":2,"share":0.1053,"required":2,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-06-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":2,"share":0.1053,"required":1,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.1053,"required":1,"open_postings":2,"first_seen":"2026-06-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-05-28","last_seen":"2026-05-28","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Wiz","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":1,"share":0.0526,"required":0,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0526,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":1,"share":0.0526,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0526,"required":0,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":1,"share":0.0526,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.0526,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.0526,"required":0,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Explainable AI","first_seen":"2026-10-01"},{"name":"NLP","first_seen":"2026-10-01"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Tenarai","url":"https://alion.io/company/tenarai/technologies","shared_technologies":39},{"name":"Uniphore","url":"https://alion.io/company/uniphore/technologies","shared_technologies":38},{"name":"Samba TV","url":"https://alion.io/company/samba-tv/technologies","shared_technologies":38},{"name":"Socure","url":"https://alion.io/company/socure/technologies","shared_technologies":42},{"name":"Handshake","url":"https://alion.io/company/handshake/technologies","shared_technologies":39},{"name":"Artefact","url":"https://alion.io/company/artefact-com/technologies","shared_technologies":41},{"name":"Bounteous","url":"https://alion.io/company/bounteous/technologies","shared_technologies":39},{"name":"Workato","url":"https://alion.io/company/workato/technologies","shared_technologies":41}],"html_url":"https://alion.io/company/qventus/technologies","json_url":"https://alion.io/company/qventus/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-12T11:22:47Z","generated_at":"2026-10-12T16:45:53Z"}}