{"company":{"id":692655,"name":"Stifel","domain":"stifel.com","url":"https://alion.io/company/stifel"},"answer":"Stifel builds mostly with SQL, Python, C#, JavaScript. Its stack also includes AWS, Power BI, MS SQL, Angular. SQL is named in 12 of the 95 job postings Stifel published in the last 12 months (13%). Counted by Alion from the job postings of Stifel, updated Sep 27, 2026.","window_days":365,"postings_analysed":95,"open_postings":79,"technologies_in_use":81,"modernity_score":71,"ai_adoption":false,"technologies":[{"name":"Microsoft Excel","layer":"tools","postings":77,"share":0.8105,"required":76,"open_postings":64,"first_seen":"2026-09-16","last_seen":"2026-09-26","median_stated_pay_usd":150000},{"name":"SQL","layer":"languages","postings":12,"share":0.1263,"required":9,"open_postings":9,"first_seen":"2026-09-16","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":9,"share":0.0947,"required":9,"open_postings":9,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":9,"share":0.0947,"required":9,"open_postings":7,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":8,"share":0.0842,"required":8,"open_postings":8,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":5,"share":0.0526,"required":5,"open_postings":5,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":4,"share":0.0421,"required":4,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":4,"share":0.0421,"required":4,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":4,"share":0.0421,"required":2,"open_postings":4,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":4,"share":0.0421,"required":2,"open_postings":4,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":4,"share":0.0421,"required":2,"open_postings":4,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":4,"share":0.0421,"required":0,"open_postings":4,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":4,"share":0.0421,"required":0,"open_postings":4,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":3,"share":0.0316,"required":3,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.0316,"required":3,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":3,"share":0.0316,"required":3,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":3,"share":0.0316,"required":3,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":3,"share":0.0316,"required":1,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":3,"share":0.0316,"required":1,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS Fargate","layer":"cloud","postings":2,"share":0.0211,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":2,"share":0.0211,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.0211,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":2,"share":0.0211,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":2,"share":0.0211,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.0211,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":2,"share":0.0211,"required":2,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":2,"share":0.0211,"required":1,"open_postings":0,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Text-to-Speech","layer":"practices","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":2,"share":0.0211,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AWS Step Functions","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Alteryx","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon Aurora","layer":"data","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon Kinesis","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Apache TVM","layer":"frameworks","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Burp Suite","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Copado","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Metasploit","layer":"frameworks","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Nessus","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":0,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":0,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.0105,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":1,"share":0.0105,"required":0,"open_postings":0,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":1,"share":0.0105,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.0105,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Cox Communications","url":"https://alion.io/company/cox/technologies","shared_technologies":66},{"name":"United Airlines","url":"https://alion.io/company/united/technologies","shared_technologies":63},{"name":"Travelers","url":"https://alion.io/company/travelers/technologies","shared_technologies":58},{"name":"Huntington Bancshares","url":"https://alion.io/company/huntington/technologies","shared_technologies":64},{"name":"RSM US","url":"https://alion.io/company/rsm/technologies","shared_technologies":62},{"name":"ICF","url":"https://alion.io/company/icf/technologies","shared_technologies":69},{"name":"Synapxe","url":"https://alion.io/company/synapxe/technologies","shared_technologies":60},{"name":"ProQuest","url":"https://alion.io/company/proquest/technologies","shared_technologies":64}],"html_url":"https://alion.io/company/stifel/technologies","json_url":"https://alion.io/company/stifel/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T00:36:47Z","generated_at":"2026-09-27T07:55:14Z"}}