{"company":{"id":20301,"name":"mlssoccer","domain":"mlssoccer.com","url":"https://alion.io/company/mlssoccer"},"answer":"mlssoccer builds mostly with Python, SQL, C#, JavaScript. Its stack also includes AWS, Power BI, Snowflake. Python is named in 5 of the 7 job postings mlssoccer published in the last 12 months (71%). Counted by Alion from the job postings of mlssoccer, updated Oct 14, 2026.","window_days":365,"postings_analysed":7,"open_postings":4,"technologies_in_use":37,"modernity_score":75,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":5,"share":0.7143,"required":5,"open_postings":3,"first_seen":"2026-08-29","last_seen":"2026-09-07","median_stated_pay_usd":185000},{"name":"SQL","layer":"languages","postings":3,"share":0.4286,"required":3,"open_postings":3,"first_seen":"2026-08-29","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":3,"share":0.4286,"required":1,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-08-29","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.2857,"required":2,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-08-29","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.2857,"required":2,"open_postings":2,"first_seen":"2026-08-29","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.2857,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":2,"share":0.2857,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":2,"share":0.2857,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Hybrid Search","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Tokenization","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.1429,"required":1,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.1429,"required":0,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":1,"share":0.1429,"required":0,"open_postings":0,"first_seen":"2026-08-29","last_seen":"2026-08-29","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Fannie Mae","url":"https://alion.io/company/fanniemae/technologies","shared_technologies":32},{"name":"Moderna","url":"https://alion.io/company/modernatx/technologies","shared_technologies":33},{"name":"BDO USA","url":"https://alion.io/company/bdo-usa/technologies","shared_technologies":32},{"name":"Insight","url":"https://alion.io/company/insight/technologies","shared_technologies":33},{"name":"Hadrian","url":"https://alion.io/company/hadrianautomation/technologies","shared_technologies":34},{"name":"Trace3","url":"https://alion.io/company/trace3/technologies","shared_technologies":33},{"name":"Cornerstone OnDemand","url":"https://alion.io/company/cornerstone-ondemand/technologies","shared_technologies":34},{"name":"Synapxe","url":"https://alion.io/company/synapxe/technologies","shared_technologies":33}],"html_url":"https://alion.io/company/mlssoccer/technologies","json_url":"https://alion.io/company/mlssoccer/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-14T11:15:46Z","generated_at":"2026-10-14T19:39:54Z"}}