{"company":{"id":1756687,"name":"Manychat","domain":"manychat.com","url":"https://alion.io/company/manychat-com"},"answer":"Manychat builds mostly with Python, PHP, SQL, Kotlin. Its stack also includes OpenAI, AWS, PostgreSQL, Redis. Claude is named in 7 of the 11 job postings Manychat published in the last 12 months (64%). Counted by Alion from the job postings of Manychat, updated Oct 15, 2026.","window_days":365,"postings_analysed":11,"open_postings":11,"technologies_in_use":45,"modernity_score":80,"ai_adoption":true,"technologies":[{"name":"Claude","layer":"ai","postings":7,"share":0.6364,"required":7,"open_postings":7,"first_seen":"2026-08-06","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":7,"share":0.6364,"required":7,"open_postings":7,"first_seen":"2026-08-06","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":6,"share":0.5455,"required":6,"open_postings":6,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":5,"share":0.4545,"required":5,"open_postings":5,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":4,"share":0.3636,"required":4,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":4,"share":0.3636,"required":4,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":4,"share":0.3636,"required":4,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":3,"share":0.2727,"required":3,"open_postings":3,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Asyncio","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Great Expectations","layer":"tools","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Kong AI Gateway","layer":"tools","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"LiteLLM","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Scale AI","layer":"cloud","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"TGI","layer":"cloud","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":2,"share":0.1818,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Braze","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Rollup","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"SPD Technology","url":"https://alion.io/company/spd-technology/technologies","shared_technologies":33},{"name":"Thoughtworks","url":"https://alion.io/company/thoughtworks/technologies","shared_technologies":32},{"name":"Satori Analytics","url":"https://alion.io/company/satori-analytics/technologies","shared_technologies":33},{"name":"Wealthsimple","url":"https://alion.io/company/wealthsimple/technologies","shared_technologies":33},{"name":"Anaplan","url":"https://alion.io/company/anaplan/technologies","shared_technologies":39},{"name":"Workato","url":"https://alion.io/company/workato/technologies","shared_technologies":34},{"name":"iCapital","url":"https://alion.io/company/icapital/technologies","shared_technologies":35},{"name":"NorthBay Solutions","url":"https://alion.io/company/northbaysolutions/technologies","shared_technologies":33}],"html_url":"https://alion.io/company/manychat-com/technologies","json_url":"https://alion.io/company/manychat-com/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-15T11:06:36Z","generated_at":"2026-10-15T23:05:21Z"}}