{"company":{"id":178263,"name":"OREDATA","domain":"oredata.com","url":"https://alion.io/company/oredata"},"answer":"OREDATA builds mostly with Python, SQL. Its stack also includes GCP, Apache Kafka, MS SQL, Apache Iceberg. Apache Kafka is named in 6 of the 7 job postings OREDATA published in the last 12 months (86%). Counted by Alion from the job postings of OREDATA, updated Oct 15, 2026.","window_days":365,"postings_analysed":7,"open_postings":4,"technologies_in_use":35,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"GCP","layer":"cloud","postings":6,"share":0.8571,"required":5,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":6,"share":0.8571,"required":3,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":5,"share":0.7143,"required":5,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":5,"share":0.7143,"required":5,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.4286,"required":3,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":3,"share":0.4286,"required":3,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"SSIS","layer":"tools","postings":2,"share":0.2857,"required":2,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":2,"share":0.2857,"required":1,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"LightGBM","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Recommender Systems","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"MLlib","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Satori Analytics","url":"https://alion.io/company/satori-analytics/technologies","shared_technologies":34},{"name":"InnovationTeam","url":"https://alion.io/company/innovationteam/technologies","shared_technologies":29},{"name":"NetConnectGlobal","url":"https://alion.io/company/netconnectglobal/technologies","shared_technologies":29},{"name":"STORM","url":"https://alion.io/company/storm-5/technologies","shared_technologies":29},{"name":"Liberty Mutual Group","url":"https://alion.io/company/liberty-mutual/technologies","shared_technologies":29},{"name":"Aivar Innovations","url":"https://alion.io/company/aivar-innovations/technologies","shared_technologies":34},{"name":"A1 Bulgaria","url":"https://alion.io/company/a1-5/technologies","shared_technologies":29},{"name":"Straive","url":"https://alion.io/company/straive-2/technologies","shared_technologies":31}],"html_url":"https://alion.io/company/oredata/technologies","json_url":"https://alion.io/company/oredata/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-15T01:57:11Z","generated_at":"2026-10-15T10:31:22Z"}}