{"company":{"id":1852297,"name":"Trafigura","domain":"trafigura.com","url":"https://alion.io/company/trafigura"},"answer":"Trafigura builds mostly with Python, SQL, C#, JavaScript. Its stack also includes AWS, Azure, Amazon Redshift, Snowflake. Python is named in 13 of the 26 job postings Trafigura published in the last 12 months (50%). Counted by Alion from the job postings of Trafigura, updated Oct 6, 2026.","window_days":365,"postings_analysed":26,"open_postings":26,"technologies_in_use":68,"modernity_score":83,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":13,"share":0.5,"required":11,"open_postings":13,"first_seen":"2025-04-23","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":9,"share":0.3462,"required":8,"open_postings":9,"first_seen":"2025-12-11","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":7,"share":0.2692,"required":6,"open_postings":7,"first_seen":"2026-05-21","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":6,"share":0.2308,"required":5,"open_postings":6,"first_seen":"2026-05-21","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":5,"share":0.1923,"required":5,"open_postings":5,"first_seen":"2026-05-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":5,"share":0.1923,"required":4,"open_postings":5,"first_seen":"2026-06-25","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":5,"share":0.1923,"required":2,"open_postings":5,"first_seen":"2026-07-20","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":4,"share":0.1538,"required":4,"open_postings":4,"first_seen":"2026-07-28","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":4,"share":0.1538,"required":4,"open_postings":4,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":4,"share":0.1538,"required":3,"open_postings":4,"first_seen":"2025-10-30","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":3,"share":0.1154,"required":3,"open_postings":3,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":3,"share":0.1154,"required":3,"open_postings":3,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":3,"share":0.1154,"required":3,"open_postings":3,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":3,"share":0.1154,"required":2,"open_postings":3,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":3,"share":0.1154,"required":2,"open_postings":3,"first_seen":"2026-07-28","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":3,"share":0.1154,"required":2,"open_postings":3,"first_seen":"2025-10-30","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-09-23","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-05-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.0769,"required":2,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":2,"share":0.0769,"required":1,"open_postings":2,"first_seen":"2025-04-23","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":2,"share":0.0769,"required":1,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":2,"share":0.0769,"required":1,"open_postings":2,"first_seen":"2025-10-30","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.0769,"required":0,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.0769,"required":0,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Alteryx","layer":"tools","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Asyncio","layer":"frameworks","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2025-10-30","last_seen":"2025-10-30","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2025-10-30","last_seen":"2025-10-30","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2025-10-30","last_seen":"2025-10-30","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Pydantic","layer":"frameworks","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Pydantic AI","layer":"frameworks","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Streamlit","layer":"frameworks","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2025-10-30","last_seen":"2025-10-30","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.0385,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Alation","layer":"cloud","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Collibra","layer":"cloud","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Data Vault","layer":"practices","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2025-12-11","last_seen":"2025-12-11","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0385,"required":0,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"AutoCAD","first_seen":"2026-09-23"},{"name":"LLM","first_seen":"2026-09-17"},{"name":"Power BI","first_seen":"2026-08-12"},{"name":"AI Agents","first_seen":"2026-07-28"},{"name":"Claude Code","first_seen":"2026-07-28"},{"name":"LLM Guardrails","first_seen":"2026-07-28"},{"name":"Model Context Protocol","first_seen":"2026-07-28"},{"name":"RAG","first_seen":"2026-07-28"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"ABC Fitness","url":"https://alion.io/company/abcfitness/technologies","shared_technologies":57},{"name":"Fitch Group","url":"https://alion.io/company/fitch-group/technologies","shared_technologies":59},{"name":"Travelers","url":"https://alion.io/company/travelers/technologies","shared_technologies":59},{"name":"Amazon.jobs","url":"https://alion.io/company/amazon-jobs/technologies","shared_technologies":55},{"name":"T-Mobile","url":"https://alion.io/company/t-mobile-com/technologies","shared_technologies":55},{"name":"Nordstrom","url":"https://alion.io/company/nordstrom/technologies","shared_technologies":59},{"name":"DVT","url":"https://alion.io/company/dvt/technologies","shared_technologies":59},{"name":"RingCentral","url":"https://alion.io/company/ringcentral/technologies","shared_technologies":59}],"html_url":"https://alion.io/company/trafigura/technologies","json_url":"https://alion.io/company/trafigura/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-06T20:59:07Z","generated_at":"2026-10-07T02:05:21Z"}}