{"company":{"id":3615144,"name":"Quality Air","domain":"qualityair.co.nz","url":"https://alion.io/company/qualityair"},"answer":"Quality Air builds mostly with Python, PowerShell, SQL, Java. Its stack also includes Azure DevOps, Azure, Pinecone, Weaviate. Python is named in 2 of the 4 job postings Quality Air published in the last 12 months (50%). Counted by Alion from the job postings of Quality Air, updated Oct 30, 2026.","window_days":365,"postings_analysed":4,"open_postings":4,"technologies_in_use":37,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.5,"required":1,"open_postings":2,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Appium","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Crowdstrike","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Few-Shot Learning","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"LogRhythm","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"SoapUI","layer":"tools","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-10-27","last_seen":"2026-10-27","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Sirisoft","url":"https://alion.io/company/sirisoft/technologies","shared_technologies":18},{"name":"Mitsubishi UFJ Financial Group","url":"https://alion.io/company/mitsubishi-ufj-financial-group/technologies","shared_technologies":20},{"name":"SONDA","url":"https://alion.io/company/sonda/technologies","shared_technologies":19},{"name":"Australian Securities Exchange","url":"https://alion.io/company/australian-securities-exchange/technologies","shared_technologies":18},{"name":"Izertis","url":"https://alion.io/company/izertis/technologies","shared_technologies":19},{"name":"SISA","url":"https://alion.io/company/sisa-ai/technologies","shared_technologies":18},{"name":"FWD","url":"https://alion.io/company/fwd/technologies","shared_technologies":18},{"name":"MigrationIT","url":"https://alion.io/company/migrationit/technologies","shared_technologies":18}],"html_url":"https://alion.io/company/qualityair/technologies","json_url":"https://alion.io/company/qualityair/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-30T06:24:21Z","generated_at":"2026-10-30T16:03:21Z"}}