{"company":{"id":3806435,"name":"iSOCRATES","domain":"isocrates.com","url":"https://alion.io/company/isocrates-2"},"answer":"iSOCRATES builds mostly with Python, SQL. Its stack also includes AWS, GCP, LangChain, LangGraph. AWS is named in 4 of the 4 job postings iSOCRATES published in the last 12 months (100%). Counted by Alion from the job postings of iSOCRATES, updated Oct 4, 2026.","window_days":365,"postings_analysed":4,"open_postings":4,"technologies_in_use":37,"modernity_score":80,"ai_adoption":true,"technologies":[{"name":"AWS","layer":"cloud","postings":4,"share":1,"required":4,"open_postings":4,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":4,"share":1,"required":3,"open_postings":4,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":3,"share":0.75,"required":3,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.75,"required":3,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":3,"share":0.75,"required":3,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.75,"required":3,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Sisense","layer":"cloud","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Superset","layer":"cloud","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Sentiment Analysis","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Accrete","url":"https://alion.io/company/accrete/technologies","shared_technologies":31},{"name":"Blink Health","url":"https://alion.io/company/blink-health/technologies","shared_technologies":29},{"name":"Jinendra infotech pvt","url":"https://alion.io/company/jinendra-infotech-pvt/technologies","shared_technologies":30},{"name":"SPD Technology","url":"https://alion.io/company/spd-technology/technologies","shared_technologies":30},{"name":"IDFC FIRST Bank","url":"https://alion.io/company/idfcfirst/technologies","shared_technologies":30},{"name":"Zorba Consulting","url":"https://alion.io/company/zorba-consulting/technologies","shared_technologies":29},{"name":"General Mills","url":"https://alion.io/company/general-mills/technologies","shared_technologies":31},{"name":"Conga","url":"https://alion.io/company/conga/technologies","shared_technologies":31}],"html_url":"https://alion.io/company/isocrates-2/technologies","json_url":"https://alion.io/company/isocrates-2/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-04T19:51:33Z","generated_at":"2026-10-05T07:54:30Z"}}