{"company":{"id":688029,"name":"Swingtech Consulting","domain":"swingtech.com","url":"https://alion.io/company/swingtech"},"answer":"Swingtech Consulting builds mostly with Python, SQL, C#, JavaScript. Its stack also includes AWS, GCP, Snowflake, LangChain. AWS is named in 6 of the 7 job postings Swingtech Consulting published in the last 12 months (86%). Counted by Alion from the job postings of Swingtech Consulting, updated Sep 28, 2026.","window_days":365,"postings_analysed":7,"open_postings":5,"technologies_in_use":72,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"RAG","layer":"practices","postings":7,"share":1,"required":7,"open_postings":5,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":6,"share":0.8571,"required":6,"open_postings":4,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":6,"share":0.8571,"required":4,"open_postings":4,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":5,"share":0.7143,"required":5,"open_postings":4,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":5,"share":0.7143,"required":5,"open_postings":4,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":5,"share":0.7143,"required":4,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":4,"share":0.5714,"required":4,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":4,"share":0.5714,"required":4,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":4,"share":0.5714,"required":4,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":4,"share":0.5714,"required":2,"open_postings":4,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":4,"share":0.5714,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":4,"share":0.5714,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":3,"share":0.4286,"required":0,"open_postings":3,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Reranking","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Hybrid Search","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Chroma","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"FAISS","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Milvus","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"pgvector","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Agentic Workflows","first_seen":"2026-09-18"},{"name":"Human-in-the-Loop","first_seen":"2026-09-18"},{"name":"Red Teaming","first_seen":"2026-09-18"},{"name":"Azure","first_seen":"2026-09-18"},{"name":"NLP","first_seen":"2026-09-18"},{"name":"Kubernetes","first_seen":"2026-09-18"},{"name":"Git","first_seen":"2026-09-18"},{"name":"Hallucination","first_seen":"2026-09-18"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Naveera Technology LLC","url":"https://alion.io/company/naveeratech/technologies","shared_technologies":55},{"name":"Nexaminds","url":"https://alion.io/company/nexaminds/technologies","shared_technologies":55},{"name":"NewRocket","url":"https://alion.io/company/newrocket/technologies","shared_technologies":55},{"name":"Sunovaa Tech","url":"https://alion.io/company/sunovaa-tech/technologies","shared_technologies":57},{"name":"Amazon.jobs","url":"https://alion.io/company/amazon-jobs/technologies","shared_technologies":57},{"name":"Azumo","url":"https://alion.io/company/azumo/technologies","shared_technologies":58},{"name":"Straive","url":"https://alion.io/company/straive-2/technologies","shared_technologies":59},{"name":"MOURI Tech","url":"https://alion.io/company/mouri-tech/technologies","shared_technologies":58}],"html_url":"https://alion.io/company/swingtech/technologies","json_url":"https://alion.io/company/swingtech/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T09:36:48Z","generated_at":"2026-09-29T04:38:19Z"}}