{"company":{"id":6750,"name":"Topline Pro","domain":"toplinepro.com","url":"https://alion.io/company/topline-pro"},"answer":"Topline Pro builds mostly with Python, SQL. Its stack also includes Scale AI, Twilio, Snowflake, PostgreSQL. Python is named in 2 of the 7 job postings Topline Pro published in the last 12 months (29%). Counted by Alion from the job postings of Topline Pro, updated Oct 16, 2026.","window_days":365,"postings_analysed":7,"open_postings":4,"technologies_in_use":22,"modernity_score":73,"ai_adoption":false,"technologies":[{"name":"AI Agents","layer":"practices","postings":5,"share":0.7143,"required":5,"open_postings":3,"first_seen":"2026-04-03","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":2,"share":0.2857,"required":1,"open_postings":2,"first_seen":"2026-05-12","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Scale AI","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Twilio","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Fivetran","layer":"tools","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Pydantic AI","layer":"frameworks","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Python","first_seen":"2026-05-12"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"PayJoy","url":"https://alion.io/company/payjoy/technologies","shared_technologies":17},{"name":"Spring Health","url":"https://alion.io/company/spring-health/technologies","shared_technologies":17},{"name":"Drata","url":"https://alion.io/company/drata/technologies","shared_technologies":17},{"name":"Satori Analytics","url":"https://alion.io/company/satori-analytics/technologies","shared_technologies":19},{"name":"Metropolis Technologies","url":"https://alion.io/company/metropolis-technologies/technologies","shared_technologies":17},{"name":"Aptenia","url":"https://alion.io/company/aptenia/technologies","shared_technologies":18},{"name":"AgileEngine","url":"https://alion.io/company/agileengine/technologies","shared_technologies":18},{"name":"Aircall","url":"https://alion.io/company/aircall/technologies","shared_technologies":17}],"html_url":"https://alion.io/company/topline-pro/technologies","json_url":"https://alion.io/company/topline-pro/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-16T08:13:51Z","generated_at":"2026-10-16T13:35:13Z"}}