{"company":{"id":2792426,"name":"AWS","domain":"compass.uol","url":"https://alion.io/company/compass-uol"},"answer":"AWS builds mostly with SQL, Python, C#, Java. Its stack also includes Azure, AWS Bedrock, LangChain, Selenium. Azure is named in 8 of the 16 job postings AWS published in the last 12 months (50%). Counted by Alion from the job postings of AWS, updated Oct 3, 2026.","window_days":365,"postings_analysed":16,"open_postings":14,"technologies_in_use":76,"modernity_score":70,"ai_adoption":false,"technologies":[{"name":"Azure","layer":"cloud","postings":8,"share":0.5,"required":5,"open_postings":8,"first_seen":"2026-06-17","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":7,"share":0.4375,"required":7,"open_postings":7,"first_seen":"2026-08-18","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":5,"share":0.3125,"required":5,"open_postings":5,"first_seen":"2026-08-28","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":4,"share":0.25,"required":4,"open_postings":4,"first_seen":"2026-08-27","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":4,"share":0.25,"required":4,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":4,"share":0.25,"required":4,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Langflow","layer":"tools","postings":4,"share":0.25,"required":4,"open_postings":4,"first_seen":"2026-08-27","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":4,"share":0.25,"required":4,"open_postings":4,"first_seen":"2026-08-27","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":4,"share":0.25,"required":4,"open_postings":4,"first_seen":"2026-08-27","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":4,"share":0.25,"required":4,"open_postings":4,"first_seen":"2026-08-27","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":3,"share":0.1875,"required":3,"open_postings":3,"first_seen":"2026-06-17","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":3,"share":0.1875,"required":3,"open_postings":3,"first_seen":"2026-08-27","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":3,"share":0.1875,"required":3,"open_postings":3,"first_seen":"2026-08-18","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":3,"share":0.1875,"required":3,"open_postings":3,"first_seen":"2026-09-22","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":3,"share":0.1875,"required":3,"open_postings":3,"first_seen":"2026-09-22","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"AWS Bedrock AgentCore","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-23","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":2,"share":0.125,"required":2,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-09-23","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":2,"share":0.125,"required":2,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":2,"share":0.125,"required":2,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Amazon DocumentDB","layer":"data","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Amazon Kinesis","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Flowise","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Gitflow","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Informatica","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"LightGBM","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Robot Framework","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Statsmodels","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"TestRail","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Trunk-Based Development","layer":"practices","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"k6","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.0625,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null}],"own_products":["AWS"],"changes":{"first_appeared":[{"name":"JMeter","first_seen":"2026-09-28"},{"name":"Selenium","first_seen":"2026-09-28"},{"name":"ETL/ELT","first_seen":"2026-09-23"},{"name":"Power BI","first_seen":"2026-09-23"},{"name":"LLMOps","first_seen":"2026-09-22"},{"name":"LangChain","first_seen":"2026-09-22"},{"name":"AWS Bedrock AgentCore","first_seen":"2026-09-22"},{"name":"Amazon SageMaker","first_seen":"2026-09-22"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Temus","url":"https://alion.io/company/temus/technologies","shared_technologies":55},{"name":"Clurgo","url":"https://alion.io/company/clurgo/technologies","shared_technologies":58},{"name":"ansrsource","url":"https://alion.io/company/ansrsource/technologies","shared_technologies":58},{"name":"Devapo","url":"https://alion.io/company/devapo/technologies","shared_technologies":56},{"name":"Epsilon","url":"https://alion.io/company/epsilon/technologies","shared_technologies":51},{"name":"Hatch IT","url":"https://alion.io/company/hatch-it/technologies","shared_technologies":51},{"name":"Klimb.io","url":"https://alion.io/company/klimb-io/technologies","shared_technologies":59},{"name":"Sonata Software","url":"https://alion.io/company/sonata-software/technologies","shared_technologies":51}],"html_url":"https://alion.io/company/compass-uol/technologies","json_url":"https://alion.io/company/compass-uol/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-03T17:53:34Z","generated_at":"2026-10-04T02:13:43Z"}}