{"company":{"id":4679,"name":"Lightcast","domain":"lightcast.io","url":"https://alion.io/company/lightcast"},"answer":"Lightcast builds mostly with SQL, Python, C++, JavaScript. Its stack also includes Snowflake, Tableau, Databricks, BigQuery. SQL is named in 13 of the 19 job postings Lightcast published in the last 12 months (68%). Counted by Alion from the job postings of Lightcast, updated Sep 30, 2026.","window_days":365,"postings_analysed":19,"open_postings":8,"technologies_in_use":28,"modernity_score":84,"ai_adoption":true,"technologies":[{"name":"SQL","layer":"languages","postings":13,"share":0.6842,"required":13,"open_postings":4,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":9,"share":0.4737,"required":9,"open_postings":4,"first_seen":"2026-08-11","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":8,"share":0.4211,"required":8,"open_postings":3,"first_seen":"2026-06-03","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":7,"share":0.3684,"required":7,"open_postings":3,"first_seen":"2026-08-11","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":5,"share":0.2632,"required":5,"open_postings":0,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":5,"share":0.2632,"required":5,"open_postings":1,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":3,"share":0.1579,"required":3,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":0.1579,"required":1,"open_postings":0,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.1053,"required":2,"open_postings":0,"first_seen":"2026-03-16","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.1053,"required":1,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Next.js","layer":"frameworks","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Tailwind CSS","layer":"frameworks","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.0526,"required":0,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Tableau","first_seen":"2026-09-25"},{"name":"AI Agents","first_seen":"2026-08-17"},{"name":"Machine Learning","first_seen":"2026-08-11"},{"name":"NLP","first_seen":"2026-08-11"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Faire","url":"https://alion.io/company/faire/technologies","shared_technologies":27},{"name":"Oxylabs","url":"https://alion.io/company/oxylabs/technologies","shared_technologies":29},{"name":"Octopus Energy","url":"https://alion.io/company/octopus-energy/technologies","shared_technologies":27},{"name":"Hinge Health","url":"https://alion.io/company/hinge-health/technologies","shared_technologies":28},{"name":"Cresta","url":"https://alion.io/company/cresta-ai/technologies","shared_technologies":26},{"name":"Conga","url":"https://alion.io/company/conga/technologies","shared_technologies":27},{"name":"Oura","url":"https://alion.io/company/oura/technologies","shared_technologies":28},{"name":"Artefact","url":"https://alion.io/company/artefact-com/technologies","shared_technologies":29}],"html_url":"https://alion.io/company/lightcast/technologies","json_url":"https://alion.io/company/lightcast/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-30T06:11:39Z","generated_at":"2026-09-30T14:05:19Z"}}