{"company":{"id":452299,"name":"City of Hamilton","domain":"hamilton.ca","url":"https://alion.io/company/hamilton-3"},"answer":"City of Hamilton builds mostly with SQL, Python, C#, Bash. Its stack also includes Windows, Oracle, AWS, MS SQL. SQL is named in 6 of the 19 job postings City of Hamilton published in the last 12 months (32%). Counted by Alion from the job postings of City of Hamilton, updated Oct 22, 2026.","window_days":365,"postings_analysed":19,"open_postings":7,"technologies_in_use":30,"modernity_score":66,"ai_adoption":false,"technologies":[{"name":"SQL","layer":"languages","postings":6,"share":0.3158,"required":6,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":4,"share":0.2105,"required":3,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":3,"share":0.1579,"required":3,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.1579,"required":3,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":2,"share":0.1053,"required":2,"open_postings":1,"first_seen":"2026-02-25","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-16","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.1053,"required":2,"open_postings":1,"first_seen":"2026-02-25","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-16","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-16","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":2,"share":0.1053,"required":2,"open_postings":1,"first_seen":"2026-09-20","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-16","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":2,"share":0.1053,"required":2,"open_postings":1,"first_seen":"2026-09-20","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.1053,"required":2,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":2,"share":0.1053,"required":2,"open_postings":1,"first_seen":"2026-02-09","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-16","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-16","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":2,"share":0.1053,"required":2,"open_postings":2,"first_seen":"2026-10-16","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":2,"share":0.1053,"required":1,"open_postings":1,"first_seen":"2026-02-06","last_seen":"2026-02-11","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.0526,"required":1,"open_postings":0,"first_seen":"2026-02-06","last_seen":"2026-02-06","median_stated_pay_usd":null},{"name":"Visual Basic","layer":"languages","postings":1,"share":0.0526,"required":0,"open_postings":1,"first_seen":"2026-02-11","last_seen":"2026-02-11","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Active Directory","first_seen":"2026-10-16"},{"name":"DHCP","first_seen":"2026-10-16"},{"name":"DNS","first_seen":"2026-10-16"},{"name":"Linux","first_seen":"2026-10-16"},{"name":"TCP/IP","first_seen":"2026-10-16"},{"name":"VMWare","first_seen":"2026-10-16"},{"name":"Windows Server","first_seen":"2026-10-16"},{"name":"Microsoft Excel","first_seen":"2026-09-24"}],"rising":[],"falling":[],"not_seen_180d":[{"name":"C#","last_seen":"2026-02-11"}]},"similar_stacks":[{"name":"Cleveland Clinic","url":"https://alion.io/company/cleveland-clinic/technologies","shared_technologies":17},{"name":"e& Egypt","url":"https://alion.io/company/eand-2/technologies","shared_technologies":17},{"name":"Southern","url":"https://alion.io/company/southern-com/technologies","shared_technologies":17},{"name":"Aprio","url":"https://alion.io/company/aprio/technologies","shared_technologies":17},{"name":"Jonas Software","url":"https://alion.io/company/jonas-software/technologies","shared_technologies":17},{"name":"Avery Dennison","url":"https://alion.io/company/avery-dennison/technologies","shared_technologies":17},{"name":"Assystem","url":"https://alion.io/company/assystem/technologies","shared_technologies":17},{"name":"Mitsubishi UFJ Financial Group","url":"https://alion.io/company/mitsubishi-ufj-financial-group/technologies","shared_technologies":17}],"html_url":"https://alion.io/company/hamilton-3/technologies","json_url":"https://alion.io/company/hamilton-3/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-22T20:23:28Z","generated_at":"2026-10-22T23:49:17Z"}}