{"company":{"id":183117,"name":"Smart Team","domain":"smart-team.io","url":"https://alion.io/company/smart-team-3"},"answer":"Smart Team builds mostly with Python, SQL, LookML. Its stack also includes Azure, Vertex AI, Google BigQuery, PyTorch. Python is named in 2 of the 6 job postings Smart Team published in the last 12 months (33%). Counted by Alion from the job postings of Smart Team, updated Oct 24, 2026.","window_days":365,"postings_analysed":6,"open_postings":6,"technologies_in_use":41,"modernity_score":83,"ai_adoption":true,"technologies":[{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.3333,"required":1,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":2,"share":0.3333,"required":1,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.3333,"required":1,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":2,"share":0.3333,"required":1,"open_postings":2,"first_seen":"2026-04-14","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"FortiGate","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Google ADK","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"VLAN","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Zabbix","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-04-14","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Hypothesis","layer":"frameworks","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-04-14","median_stated_pay_usd":null},{"name":"LookML","layer":"languages","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-04-14","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-04-14","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-04-14","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-04-14","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-14","last_seen":"2026-04-14","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Microsoft Excel","first_seen":"2026-07-27"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Sfors","url":"https://alion.io/company/sfors","shared_technologies":40},{"name":"Lingaro","url":"https://alion.io/company/lingaro/technologies","shared_technologies":32},{"name":"General Mills","url":"https://alion.io/company/general-mills/technologies","shared_technologies":32},{"name":"Wavestone","url":"https://alion.io/company/wavestone-com/technologies","shared_technologies":32},{"name":"RingCentral","url":"https://alion.io/company/ringcentral/technologies","shared_technologies":34},{"name":"BMC Software","url":"https://alion.io/company/bmc-software/technologies","shared_technologies":34},{"name":"Shyftlabs","url":"https://alion.io/company/shyftlabs/technologies","shared_technologies":32},{"name":"Orange Business","url":"https://alion.io/company/orange-business/technologies","shared_technologies":33}],"html_url":"https://alion.io/company/smart-team-3/technologies","json_url":"https://alion.io/company/smart-team-3/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-24T15:42:07Z","generated_at":"2026-10-24T17:04:52Z"}}