{"company":{"id":4433816,"name":"Amplify Health Asia Pte","domain":"amplifyhealth.com","url":"https://alion.io/company/amplify-health"},"answer":"Amplify Health Asia Pte builds mostly with SQL, Python. Its stack also includes Azure, Databricks, LangGraph, PyTorch. SQL is named in 4 of the 7 job postings Amplify Health Asia Pte published in the last 12 months (57%). Counted by Alion from the job postings of Amplify Health Asia Pte, updated Oct 17, 2026.","window_days":365,"postings_analysed":7,"open_postings":7,"technologies_in_use":63,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"Azure","layer":"cloud","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-01-09","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-01-09","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-01-09","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-06-12","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":3,"share":0.4286,"required":1,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-01-09","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-01-09","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Interpretability","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.2857,"required":1,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-01-09","last_seen":"2026-01-09","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-01-09","last_seen":"2026-01-09","median_stated_pay_usd":null},{"name":"Azure SQL Database","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-01-09","last_seen":"2026-01-09","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Langfuse","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Milvus","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-01-09","last_seen":"2026-01-09","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-01-09","last_seen":"2026-01-09","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Reranking","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Weights & Biases","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"AI Agents","first_seen":"2026-07-01"},{"name":"Machine Learning","first_seen":"2026-07-01"},{"name":"Python","first_seen":"2026-07-01"},{"name":"pySpark","first_seen":"2026-07-01"},{"name":"Spark","first_seen":"2026-07-01"},{"name":"Docker","first_seen":"2026-07-01"},{"name":"Interpretability","first_seen":"2026-07-01"},{"name":"Kubernetes","first_seen":"2026-07-01"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"MOURI Tech","url":"https://alion.io/company/mouri-tech/technologies","shared_technologies":51},{"name":"Artefact","url":"https://alion.io/company/artefact-com/technologies","shared_technologies":52},{"name":"Satori Analytics","url":"https://alion.io/company/satori-analytics/technologies","shared_technologies":47},{"name":"Zurich Insurance Group","url":"https://alion.io/company/zurich/technologies","shared_technologies":57},{"name":"Accenture Greece","url":"https://alion.io/company/accenture-gr/technologies","shared_technologies":51},{"name":"Blend360","url":"https://alion.io/company/blend360/technologies","shared_technologies":54},{"name":"Zurich Australia","url":"https://alion.io/company/zurich-com-au/technologies","shared_technologies":56},{"name":"BlackLine","url":"https://alion.io/company/blackline-com/technologies","shared_technologies":47}],"html_url":"https://alion.io/company/amplify-health/technologies","json_url":"https://alion.io/company/amplify-health/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-17T13:22:42Z","generated_at":"2026-10-17T18:00:15Z"}}