{"company":{"id":4490801,"name":"Focal Works","domain":"focalworks.com","url":"https://alion.io/company/focal-works"},"answer":"Focal Works builds mostly with Python, SQL, JavaScript, Node JS. Its stack also includes Anthropic, OpenAI, Pandas, NumPy. Python is named in 4 of the 7 job postings Focal Works published in the last 12 months (57%). Counted by Alion from the job postings of Focal Works, updated Nov 4, 2026.","window_days":365,"postings_analysed":7,"open_postings":5,"technologies_in_use":49,"modernity_score":93,"ai_adoption":true,"technologies":[{"name":"Rest API","layer":"tools","postings":5,"share":0.7143,"required":5,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":5,"share":0.7143,"required":1,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":4,"share":0.5714,"required":4,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":4,"share":0.5714,"required":2,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":4,"share":0.5714,"required":0,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":4,"share":0.5714,"required":0,"open_postings":4,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-09-15","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":0.4286,"required":2,"open_postings":3,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":3,"share":0.4286,"required":2,"open_postings":3,"first_seen":"2026-09-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Unstructured.io","layer":"frameworks","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Chroma","layer":"data","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Qdrant","layer":"data","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"pgvector","layer":"frameworks","postings":2,"share":0.2857,"required":0,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Coffeebeans Consulting","url":"https://alion.io/company/coffeebeans-consulting/technologies","shared_technologies":41},{"name":"CloudThat","url":"https://alion.io/company/cloudthat/technologies","shared_technologies":40},{"name":"Antino","url":"https://alion.io/company/antino/technologies","shared_technologies":43},{"name":"The Reliable Jobs","url":"https://alion.io/company/the-reliable-jobs/technologies","shared_technologies":42},{"name":"Sia","url":"https://alion.io/company/sia/technologies","shared_technologies":46},{"name":"Impact Analytics","url":"https://alion.io/company/impact-analytics/technologies","shared_technologies":42},{"name":"FuGenTex Solutions","url":"https://alion.io/company/fugentex-solutions/technologies","shared_technologies":42},{"name":"L'Oréal","url":"https://alion.io/company/loreal-3/technologies","shared_technologies":43}],"html_url":"https://alion.io/company/focal-works/technologies","json_url":"https://alion.io/company/focal-works/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-11-04T04:04:51Z","generated_at":"2026-11-04T05:38:59Z"}}