{"company":{"id":1885338,"name":"Williams-Sonoma","domain":"williams-sonomainc.com","url":"https://alion.io/company/williams-sonomainc"},"answer":"Williams-Sonoma builds mostly with Elm, SQL, Python, C#. Its stack also includes Windows, Grafana, Oracle, Db2. Elm is named in 14 of the 35 job postings Williams-Sonoma published in the last 12 months (40%). Counted by Alion from the job postings of Williams-Sonoma, updated Oct 3, 2026.","window_days":365,"postings_analysed":35,"open_postings":34,"technologies_in_use":66,"modernity_score":83,"ai_adoption":true,"technologies":[{"name":"Elm","layer":"languages","postings":14,"share":0.4,"required":10,"open_postings":14,"first_seen":"2026-01-07","last_seen":"2026-09-24","median_stated_pay_usd":83850},{"name":"Microsoft Excel","layer":"tools","postings":13,"share":0.3714,"required":11,"open_postings":13,"first_seen":"2025-07-17","last_seen":"2026-09-29","median_stated_pay_usd":93000},{"name":"SQL","layer":"languages","postings":7,"share":0.2,"required":6,"open_postings":6,"first_seen":"2026-01-29","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":5,"share":0.1429,"required":5,"open_postings":5,"first_seen":"2026-04-16","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":5,"share":0.1429,"required":5,"open_postings":4,"first_seen":"2026-01-29","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":5,"share":0.1429,"required":5,"open_postings":5,"first_seen":"2026-04-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":5,"share":0.1429,"required":5,"open_postings":4,"first_seen":"2025-10-15","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":4,"share":0.1143,"required":4,"open_postings":3,"first_seen":"2026-01-29","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":4,"share":0.1143,"required":4,"open_postings":3,"first_seen":"2026-01-29","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":3,"share":0.0857,"required":3,"open_postings":3,"first_seen":"2026-05-20","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"AppDynamics","layer":"cloud","postings":3,"share":0.0857,"required":3,"open_postings":2,"first_seen":"2026-01-29","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":3,"share":0.0857,"required":3,"open_postings":3,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":3,"share":0.0857,"required":2,"open_postings":3,"first_seen":"2026-08-18","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":3,"share":0.0857,"required":2,"open_postings":2,"first_seen":"2025-08-01","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.0857,"required":2,"open_postings":3,"first_seen":"2025-08-01","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":2,"share":0.0571,"required":2,"open_postings":1,"first_seen":"2026-01-29","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":2,"share":0.0571,"required":2,"open_postings":1,"first_seen":"2026-01-29","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-06-04","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Db2","layer":"data","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-04-15","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-06-22","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-04-15","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-04-16","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-04-15","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-06-04","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-04-15","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-08-18","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":2,"share":0.0571,"required":2,"open_postings":2,"first_seen":"2026-04-15","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":2,"share":0.0571,"required":2,"open_postings":1,"first_seen":"2026-01-29","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Adobe After Effects","layer":"tools","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Akamai","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Cloudflare","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Cucumber","layer":"frameworks","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Fastly","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"MVVM","layer":"practices","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"New Relic","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Opsgenie","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"PagerDuty","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"SolidWorks","layer":"tools","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2025-11-20","last_seen":"2025-11-20","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Swift","layer":"languages","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"TestNG","layer":"frameworks","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-04-15","last_seen":"2026-04-15","median_stated_pay_usd":null},{"name":"TestRail","layer":"tools","postings":1,"share":0.0286,"required":1,"open_postings":1,"first_seen":"2026-04-15","last_seen":"2026-04-15","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0286,"required":0,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Power BI","first_seen":"2026-09-18"},{"name":"Oracle","first_seen":"2026-09-14"},{"name":"Apache Kafka","first_seen":"2026-09-14"},{"name":"Db2","first_seen":"2026-09-14"},{"name":"RAG","first_seen":"2026-09-14"},{"name":"Linux","first_seen":"2026-08-18"},{"name":"SLI/SLO/SLA","first_seen":"2026-08-18"},{"name":"Incident Management","first_seen":"2026-06-22"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Edenred","url":"https://alion.io/company/edenred/technologies","shared_technologies":55},{"name":"Lenskart","url":"https://alion.io/company/lenskart/technologies","shared_technologies":52},{"name":"Solera","url":"https://alion.io/company/solera/technologies","shared_technologies":58},{"name":"Zebra Technologies","url":"https://alion.io/company/zebra-technologies/technologies","shared_technologies":59},{"name":"Cox Communications","url":"https://alion.io/company/cox/technologies","shared_technologies":57},{"name":"United Airlines","url":"https://alion.io/company/united/technologies","shared_technologies":56},{"name":"B3Group","url":"https://alion.io/company/b3group/technologies","shared_technologies":55},{"name":"Blackstone eIT","url":"https://alion.io/company/blackstone-eit/technologies","shared_technologies":54}],"html_url":"https://alion.io/company/williams-sonomainc/technologies","json_url":"https://alion.io/company/williams-sonomainc/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-03T17:24:04Z","generated_at":"2026-10-03T19:01:42Z"}}