{"company":{"id":65747,"name":"Citizens Financial Group","domain":"citizensbank.com","url":"https://alion.io/company/citizens-financial-group"},"answer":"Citizens Financial Group builds mostly with Python, SQL, JavaScript, Java. Its stack also includes AWS, Azure, Amazon Redshift, Snowflake. Python is named in 45 of the 106 job postings Citizens Financial Group published in the last 12 months (42%). Counted by Alion from the job postings of Citizens Financial Group, updated Oct 13, 2026.","window_days":365,"postings_analysed":106,"open_postings":39,"technologies_in_use":180,"modernity_score":81,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":45,"share":0.4245,"required":35,"open_postings":13,"first_seen":"2026-05-07","last_seen":"2026-10-13","median_stated_pay_usd":144000},{"name":"AWS","layer":"cloud","postings":43,"share":0.4057,"required":31,"open_postings":13,"first_seen":"2025-12-15","last_seen":"2026-10-13","median_stated_pay_usd":157840},{"name":"SQL","layer":"languages","postings":35,"share":0.3302,"required":28,"open_postings":11,"first_seen":"2026-05-07","last_seen":"2026-10-13","median_stated_pay_usd":113500},{"name":"Azure","layer":"cloud","postings":26,"share":0.2453,"required":17,"open_postings":11,"first_seen":"2026-05-07","last_seen":"2026-10-13","median_stated_pay_usd":175000},{"name":"Tableau","layer":"cloud","postings":18,"share":0.1698,"required":12,"open_postings":7,"first_seen":"2026-06-01","last_seen":"2026-10-13","median_stated_pay_usd":122000},{"name":"Microsoft Excel","layer":"tools","postings":17,"share":0.1604,"required":16,"open_postings":6,"first_seen":"2026-06-08","last_seen":"2026-10-13","median_stated_pay_usd":101000},{"name":"JavaScript","layer":"languages","postings":17,"share":0.1604,"required":15,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-10-05","median_stated_pay_usd":135000},{"name":"CI/CD","layer":"practices","postings":17,"share":0.1604,"required":14,"open_postings":5,"first_seen":"2025-12-15","last_seen":"2026-10-05","median_stated_pay_usd":186000},{"name":"Machine Learning","layer":"practices","postings":17,"share":0.1604,"required":14,"open_postings":5,"first_seen":"2026-05-07","last_seen":"2026-10-13","median_stated_pay_usd":165000},{"name":"AI Agents","layer":"practices","postings":14,"share":0.1321,"required":13,"open_postings":5,"first_seen":"2026-06-18","last_seen":"2026-09-22","median_stated_pay_usd":180000},{"name":"Jenkins","layer":"tools","postings":14,"share":0.1321,"required":11,"open_postings":4,"first_seen":"2026-07-02","last_seen":"2026-10-05","median_stated_pay_usd":160000},{"name":"GCP","layer":"cloud","postings":14,"share":0.1321,"required":9,"open_postings":6,"first_seen":"2026-06-19","last_seen":"2026-10-13","median_stated_pay_usd":151000},{"name":"Amazon Redshift","layer":"data","postings":13,"share":0.1226,"required":4,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-10-13","median_stated_pay_usd":80000},{"name":"Snowflake","layer":"data","postings":12,"share":0.1132,"required":6,"open_postings":1,"first_seen":"2026-05-07","last_seen":"2026-09-18","median_stated_pay_usd":80000},{"name":"Amazon S3","layer":"cloud","postings":11,"share":0.1038,"required":4,"open_postings":1,"first_seen":"2025-12-15","last_seen":"2026-10-13","median_stated_pay_usd":85000},{"name":"Spark","layer":"cloud","postings":10,"share":0.0943,"required":10,"open_postings":0,"first_seen":"2025-12-15","last_seen":"2026-09-28","median_stated_pay_usd":157840},{"name":"Linux","layer":"cloud","postings":10,"share":0.0943,"required":8,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-10-05","median_stated_pay_usd":161000},{"name":"ETL/ELT","layer":"practices","postings":9,"share":0.0849,"required":9,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-10-13","median_stated_pay_usd":80000},{"name":"Java","layer":"languages","postings":9,"share":0.0849,"required":8,"open_postings":0,"first_seen":"2025-12-15","last_seen":"2026-09-28","median_stated_pay_usd":146340},{"name":"C++","layer":"languages","postings":9,"share":0.0849,"required":7,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-28","median_stated_pay_usd":147000},{"name":"Alteryx","layer":"tools","postings":9,"share":0.0849,"required":5,"open_postings":4,"first_seen":"2026-09-01","last_seen":"2026-10-13","median_stated_pay_usd":120000},{"name":"Splunk","layer":"cloud","postings":9,"share":0.0849,"required":3,"open_postings":4,"first_seen":"2026-06-01","last_seen":"2026-10-05","median_stated_pay_usd":137500},{"name":"Git","layer":"tools","postings":8,"share":0.0755,"required":8,"open_postings":2,"first_seen":"2025-12-15","last_seen":"2026-10-05","median_stated_pay_usd":186000},{"name":"Apache Kafka","layer":"cloud","postings":8,"share":0.0755,"required":7,"open_postings":1,"first_seen":"2026-05-07","last_seen":"2026-09-18","median_stated_pay_usd":150000},{"name":"React.js","layer":"frameworks","postings":8,"share":0.0755,"required":7,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-10-05","median_stated_pay_usd":160000},{"name":"Kubernetes","layer":"cloud","postings":8,"share":0.0755,"required":6,"open_postings":2,"first_seen":"2025-12-15","last_seen":"2026-09-28","median_stated_pay_usd":186000},{"name":"PowerShell","layer":"languages","postings":8,"share":0.0755,"required":4,"open_postings":4,"first_seen":"2026-06-18","last_seen":"2026-09-29","median_stated_pay_usd":179500},{"name":"Rest API","layer":"tools","postings":7,"share":0.066,"required":6,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":7,"share":0.066,"required":5,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-10-05","median_stated_pay_usd":161000},{"name":"Power BI","layer":"cloud","postings":7,"share":0.066,"required":5,"open_postings":4,"first_seen":"2026-06-01","last_seen":"2026-10-13","median_stated_pay_usd":141000},{"name":"Windows","layer":"cloud","postings":7,"share":0.066,"required":5,"open_postings":2,"first_seen":"2026-07-13","last_seen":"2026-09-29","median_stated_pay_usd":157680},{"name":"Amazon SageMaker","layer":"cloud","postings":7,"share":0.066,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-09-11","median_stated_pay_usd":70000},{"name":"Bash","layer":"languages","postings":6,"share":0.0566,"required":6,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-10-05","median_stated_pay_usd":250000},{"name":"Bitbucket","layer":"cloud","postings":6,"share":0.0566,"required":6,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":6,"share":0.0566,"required":6,"open_postings":1,"first_seen":"2025-12-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":6,"share":0.0566,"required":6,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":6,"share":0.0566,"required":6,"open_postings":3,"first_seen":"2026-07-13","last_seen":"2026-09-28","median_stated_pay_usd":186000},{"name":"Incident Management","layer":"practices","postings":6,"share":0.0566,"required":6,"open_postings":3,"first_seen":"2026-07-07","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"CircleCI","layer":"tools","postings":6,"share":0.0566,"required":4,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-09-11","median_stated_pay_usd":205500},{"name":"Pandas","layer":"frameworks","postings":6,"share":0.0566,"required":4,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":65000},{"name":".NET","layer":"cloud","postings":5,"share":0.0472,"required":5,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":5,"share":0.0472,"required":4,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":5,"share":0.0472,"required":4,"open_postings":1,"first_seen":"2026-06-01","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":5,"share":0.0472,"required":4,"open_postings":3,"first_seen":"2026-08-25","last_seen":"2026-10-09","median_stated_pay_usd":144000},{"name":"TypeScript","layer":"languages","postings":5,"share":0.0472,"required":2,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":5,"share":0.0472,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":4,"share":0.0377,"required":4,"open_postings":1,"first_seen":"2026-05-07","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":4,"share":0.0377,"required":4,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":4,"share":0.0377,"required":4,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":4,"share":0.0377,"required":4,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":4,"share":0.0377,"required":4,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":4,"share":0.0377,"required":4,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":4,"share":0.0377,"required":4,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":4,"share":0.0377,"required":4,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":4,"share":0.0377,"required":4,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":4,"share":0.0377,"required":4,"open_postings":3,"first_seen":"2026-06-20","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":4,"share":0.0377,"required":3,"open_postings":2,"first_seen":"2026-06-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":4,"share":0.0377,"required":3,"open_postings":3,"first_seen":"2026-06-18","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":4,"share":0.0377,"required":3,"open_postings":3,"first_seen":"2026-07-13","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Crowdstrike","layer":"cloud","postings":4,"share":0.0377,"required":1,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":3,"share":0.0283,"required":3,"open_postings":2,"first_seen":"2026-07-20","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2026-05-07","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2026-05-07","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2025-12-15","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":3,"share":0.0283,"required":3,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":3,"share":0.0283,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":3,"share":0.0283,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":3,"share":0.0283,"required":1,"open_postings":0,"first_seen":"2026-06-24","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":3,"share":0.0283,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":3,"share":0.0283,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2025-12-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.0189,"required":2,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"CyberArk","layer":"cloud","postings":2,"share":0.0189,"required":2,"open_postings":1,"first_seen":"2026-06-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"DataStage","layer":"tools","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-07-13","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":2,"share":0.0189,"required":2,"open_postings":1,"first_seen":"2026-06-17","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-06-24","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Spring MVC","layer":"frameworks","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Swift","layer":"languages","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Talend","layer":"tools","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Teradata","layer":"data","postings":2,"share":0.0189,"required":2,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Tokenization","layer":"practices","postings":2,"share":0.0189,"required":2,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":2,"share":0.0189,"required":2,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":2,"share":0.0189,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":2,"share":0.0189,"required":1,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":2,"share":0.0189,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":2,"share":0.0189,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":2,"share":0.0189,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":2,"share":0.0189,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Ping Identity","layer":"cloud","postings":2,"share":0.0189,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.0189,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2025-12-15","last_seen":"2025-12-15","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Apache Camel","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2025-12-15","last_seen":"2025-12-15","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Assembly","layer":"languages","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Bamboo","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Bootstrap","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Copado","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Cortex","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Db2","layer":"data","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Explainable AI","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"HBase","layer":"data","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Hibernate","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Informatica","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Interpretability","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Llama","layer":"ai","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Logstash","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Nexus Repository","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Qualys Cloud Platform","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-06-01","last_seen":"2026-06-01","median_stated_pay_usd":null},{"name":"Rancher","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Sentiment Analysis","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Stata","layer":"languages","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Tanium","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Vault","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Wiz","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-06-01","last_seen":"2026-06-01","median_stated_pay_usd":null},{"name":"ZooKeeper","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.0094,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0094,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Amazon Kinesis","layer":"cloud","postings":1,"share":0.0094,"required":0,"open_postings":0,"first_seen":"2026-07-02","last_seen":"2026-07-02","median_stated_pay_usd":null},{"name":"Cognos","layer":"cloud","postings":1,"share":0.0094,"required":0,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":1,"share":0.0094,"required":0,"open_postings":0,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Kibana","layer":"cloud","postings":1,"share":0.0094,"required":0,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":1,"share":0.0094,"required":0,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.0094,"required":0,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":1,"share":0.0094,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Amazon EC2","first_seen":"2026-09-28"},{"name":"Pandas","first_seen":"2026-09-11"},{"name":"Master Data Management","first_seen":"2026-09-11"},{"name":"Computer Vision","first_seen":"2026-09-11"},{"name":"Django","first_seen":"2026-09-11"},{"name":"FastAPI","first_seen":"2026-09-11"},{"name":"Swift","first_seen":"2026-09-11"},{"name":"Ansible","first_seen":"2026-09-11"}],"rising":[{"name":"SQL","share_from":12,"share_to":38},{"name":"Amazon Redshift","share_from":0,"share_to":15},{"name":"Microsoft Excel","share_from":6,"share_to":18},{"name":"JavaScript","share_from":6,"share_to":18},{"name":"Amazon S3","share_from":0,"share_to":11},{"name":"Linux","share_from":0,"share_to":11},{"name":"ETL/ELT","share_from":0,"share_to":10},{"name":"C++","share_from":0,"share_to":10}],"falling":[{"name":"Docker","share_from":12,"share_to":3},{"name":"Datadog","share_from":12,"share_to":3},{"name":"Incident Management","share_from":12,"share_to":5},{"name":"Git","share_from":12,"share_to":6},{"name":"Kubernetes","share_from":12,"share_to":6},{"name":"Windows","share_from":12,"share_to":6},{"name":"Java","share_from":12,"share_to":7},{"name":"Apache Kafka","share_from":12,"share_to":7}],"not_seen_180d":[]},"similar_stacks":[{"name":"Huntington Bancshares","url":"https://alion.io/company/huntington/technologies","shared_technologies":118},{"name":"The Hartford","url":"https://alion.io/company/thehartford-com/technologies","shared_technologies":130},{"name":"Morgan Stanley","url":"https://alion.io/company/morgan-stanley/technologies","shared_technologies":147},{"name":"Ekfrazo Technologies","url":"https://alion.io/company/ekfrazo-technologies-private-limited/technologies","shared_technologies":122},{"name":"Mitsubishi UFJ Financial Group","url":"https://alion.io/company/mufg/technologies","shared_technologies":142},{"name":"ProQuest","url":"https://alion.io/company/proquest","shared_technologies":116},{"name":"Depository Trust & Clearing Corporation","url":"https://alion.io/company/dtcc-com/technologies","shared_technologies":134},{"name":"United Overseas Bank","url":"https://alion.io/company/uobgroup/technologies","shared_technologies":126}],"html_url":"https://alion.io/company/citizens-financial-group/technologies","json_url":"https://alion.io/company/citizens-financial-group/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-13T20:15:43Z","generated_at":"2026-10-14T10:56:29Z"}}