{"company":{"id":3752,"name":"Beghou Consulting","domain":"beghouconsulting.com","url":"https://alion.io/company/beghou-consulting"},"answer":"Beghou Consulting builds mostly with Python, SQL, SAS, JavaScript. Its stack also includes Power BI, Tableau, Snowflake, MySQL. Python is named in 54 of the 64 job postings Beghou Consulting published in the last 12 months (84%). Counted by Alion from the job postings of Beghou Consulting, updated Sep 27, 2026.","window_days":365,"postings_analysed":64,"open_postings":57,"technologies_in_use":93,"modernity_score":85,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":54,"share":0.8438,"required":44,"open_postings":49,"first_seen":"2025-07-11","last_seen":"2026-09-22","median_stated_pay_usd":185000},{"name":"Power BI","layer":"cloud","postings":35,"share":0.5469,"required":31,"open_postings":30,"first_seen":"2025-07-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":34,"share":0.5313,"required":30,"open_postings":29,"first_seen":"2025-07-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":31,"share":0.4844,"required":24,"open_postings":27,"first_seen":"2025-07-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":25,"share":0.3906,"required":25,"open_postings":22,"first_seen":"2025-07-11","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":18,"share":0.2813,"required":16,"open_postings":14,"first_seen":"2025-07-18","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":17,"share":0.2656,"required":13,"open_postings":13,"first_seen":"2025-08-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":16,"share":0.25,"required":13,"open_postings":15,"first_seen":"2025-08-28","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":15,"share":0.2344,"required":14,"open_postings":11,"first_seen":"2025-08-21","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":14,"share":0.2188,"required":14,"open_postings":10,"first_seen":"2026-01-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":14,"share":0.2188,"required":9,"open_postings":10,"first_seen":"2025-08-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":13,"share":0.2031,"required":9,"open_postings":10,"first_seen":"2026-01-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":13,"share":0.2031,"required":1,"open_postings":10,"first_seen":"2026-01-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":10,"share":0.1563,"required":10,"open_postings":8,"first_seen":"2025-07-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Alteryx","layer":"tools","postings":10,"share":0.1563,"required":8,"open_postings":8,"first_seen":"2025-09-23","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":9,"share":0.1406,"required":7,"open_postings":7,"first_seen":"2025-08-21","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Informatica","layer":"tools","postings":8,"share":0.125,"required":7,"open_postings":6,"first_seen":"2025-07-18","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":8,"share":0.125,"required":3,"open_postings":6,"first_seen":"2025-09-23","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":6,"share":0.0938,"required":4,"open_postings":6,"first_seen":"2026-02-06","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":4,"share":0.0625,"required":4,"open_postings":2,"first_seen":"2026-03-13","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":4,"share":0.0625,"required":4,"open_postings":2,"first_seen":"2026-05-21","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":4,"share":0.0625,"required":4,"open_postings":2,"first_seen":"2026-03-13","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":4,"share":0.0625,"required":4,"open_postings":2,"first_seen":"2026-03-13","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":4,"share":0.0625,"required":3,"open_postings":4,"first_seen":"2025-08-21","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":3,"share":0.0469,"required":3,"open_postings":3,"first_seen":"2026-05-21","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":3,"share":0.0469,"required":3,"open_postings":3,"first_seen":"2026-02-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":3,"share":0.0469,"required":3,"open_postings":3,"first_seen":"2026-02-06","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":3,"share":0.0469,"required":3,"open_postings":1,"first_seen":"2026-05-21","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":3,"share":0.0469,"required":3,"open_postings":1,"first_seen":"2026-05-21","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":3,"share":0.0469,"required":2,"open_postings":3,"first_seen":"2026-02-06","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"ASP.NET Core","layer":"frameworks","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":2,"share":0.0313,"required":2,"open_postings":0,"first_seen":"2026-05-21","last_seen":"2026-06-01","median_stated_pay_usd":null},{"name":"Azure SQL Database","layer":"data","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2025-08-21","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-05-14","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"xUnit","layer":"tools","postings":2,"share":0.0313,"required":2,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":2,"share":0.0313,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Fivetran","layer":"tools","postings":2,"share":0.0313,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Matillion","layer":"tools","postings":2,"share":0.0313,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":2,"share":0.0313,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Talend","layer":"tools","postings":2,"share":0.0313,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.0313,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Blazor","layer":"frameworks","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Dependency Injection","layer":"practices","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2025-08-21","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Entity Framework Core","layer":"frameworks","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2025-08-21","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"MAUI","layer":"frameworks","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":2,"share":0.0313,"required":0,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-05-22","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":1,"share":0.0156,"required":1,"open_postings":0,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.0156,"required":1,"open_postings":0,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-01-23","last_seen":"2026-01-23","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-01-23","last_seen":"2026-01-23","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Nessus","layer":"tools","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-01-23","last_seen":"2026-01-23","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2025-08-21","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"React Query","layer":"frameworks","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Redux","layer":"frameworks","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-03","last_seen":"2026-02-03","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0156,"required":1,"open_postings":0,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Salesforce Data Cloud","layer":"data","postings":1,"share":0.0156,"required":1,"open_postings":0,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"State Management","layer":"practices","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Vite","layer":"tools","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Webpack","layer":"tools","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Zustand","layer":"frameworks","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"esbuild","layer":"tools","postings":1,"share":0.0156,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.0156,"required":0,"open_postings":1,"first_seen":"2025-08-21","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Ant Design","layer":"frameworks","postings":1,"share":0.0156,"required":0,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":1,"share":0.0156,"required":0,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.0156,"required":0,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Material UI","layer":"frameworks","postings":1,"share":0.0156,"required":0,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Next.js","layer":"frameworks","postings":1,"share":0.0156,"required":0,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.0156,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Dimensional Modeling","first_seen":"2026-08-06"},{"name":"Dagster","first_seen":"2026-07-30"},{"name":"Fivetran","first_seen":"2026-07-30"},{"name":"Matillion","first_seen":"2026-07-30"},{"name":"Prefect","first_seen":"2026-07-30"},{"name":"Talend","first_seen":"2026-07-30"},{"name":"dbt","first_seen":"2026-07-30"},{"name":"Claude","first_seen":"2026-07-22"}],"rising":[{"name":"SQL","share_from":39,"share_to":61},{"name":"ETL/ELT","share_from":17,"share_to":39},{"name":"JavaScript","share_from":0,"share_to":12},{"name":"AWS","share_from":13,"share_to":24},{"name":"Azure","share_from":17,"share_to":27},{"name":"Informatica","share_from":9,"share_to":18}],"falling":[{"name":"Power BI","share_from":74,"share_to":48},{"name":"Microsoft Excel","share_from":39,"share_to":15},{"name":"SAS","share_from":52,"share_to":33},{"name":"Alteryx","share_from":26,"share_to":9}],"not_seen_180d":[]},"similar_stacks":[{"name":"Berkley Re","url":"https://alion.io/company/berkley-re/technologies","shared_technologies":66},{"name":"Travelers","url":"https://alion.io/company/travelers/technologies","shared_technologies":68},{"name":"Algoleap","url":"https://alion.io/company/algoleap-technologies/technologies","shared_technologies":73},{"name":"Coupa Software","url":"https://alion.io/company/coupa/technologies","shared_technologies":68},{"name":"MOURI Tech","url":"https://alion.io/company/mouri-tech/technologies","shared_technologies":64},{"name":"Billennium","url":"https://alion.io/company/billennium/technologies","shared_technologies":67},{"name":"Onepoint","url":"https://alion.io/company/groupeonepoint/technologies","shared_technologies":77},{"name":"3Pillar Global","url":"https://alion.io/company/3pillar/technologies","shared_technologies":72}],"html_url":"https://alion.io/company/beghou-consulting/technologies","json_url":"https://alion.io/company/beghou-consulting/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T18:35:09Z","generated_at":"2026-09-28T00:55:46Z"}}