{"company":{"id":94167,"name":"Lumen Technologies","domain":"lumen.com","url":"https://alion.io/company/lumen-com"},"answer":"Lumen Technologies builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes Windows, Azure, PyTorch, MySQL. Windows is named in 33 of the 101 job postings Lumen Technologies published in the last 12 months (33%). Counted by Alion from the job postings of Lumen Technologies, updated Sep 27, 2026.","window_days":365,"postings_analysed":101,"open_postings":47,"technologies_in_use":150,"modernity_score":72,"ai_adoption":true,"technologies":[{"name":"TCP/IP","layer":"practices","postings":42,"share":0.4158,"required":39,"open_postings":21,"first_seen":"2026-02-18","last_seen":"2026-09-21","median_stated_pay_usd":57299},{"name":"Windows","layer":"cloud","postings":33,"share":0.3267,"required":32,"open_postings":16,"first_seen":"2026-02-18","last_seen":"2026-09-10","median_stated_pay_usd":54570},{"name":"Python","layer":"languages","postings":19,"share":0.1881,"required":15,"open_postings":7,"first_seen":"2026-07-01","last_seen":"2026-09-23","median_stated_pay_usd":162205},{"name":"Azure","layer":"cloud","postings":19,"share":0.1881,"required":13,"open_postings":5,"first_seen":"2026-07-01","last_seen":"2026-09-23","median_stated_pay_usd":144099},{"name":"CI/CD","layer":"practices","postings":15,"share":0.1485,"required":14,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-09-10","median_stated_pay_usd":160205},{"name":"AWS","layer":"cloud","postings":15,"share":0.1485,"required":12,"open_postings":5,"first_seen":"2026-07-01","last_seen":"2026-09-23","median_stated_pay_usd":146099},{"name":"BGP","layer":"practices","postings":15,"share":0.1485,"required":11,"open_postings":7,"first_seen":"2026-03-26","last_seen":"2026-09-16","median_stated_pay_usd":144099},{"name":"GCP","layer":"cloud","postings":14,"share":0.1386,"required":10,"open_postings":5,"first_seen":"2026-07-01","last_seen":"2026-09-23","median_stated_pay_usd":160205},{"name":"MPLS","layer":"practices","postings":13,"share":0.1287,"required":13,"open_postings":5,"first_seen":"2026-03-26","last_seen":"2026-09-10","median_stated_pay_usd":148099},{"name":"Linux","layer":"cloud","postings":11,"share":0.1089,"required":8,"open_postings":4,"first_seen":"2026-03-20","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":10,"share":0.099,"required":10,"open_postings":4,"first_seen":"2026-07-01","last_seen":"2026-09-03","median_stated_pay_usd":202755},{"name":"OSPF","layer":"practices","postings":8,"share":0.0792,"required":8,"open_postings":4,"first_seen":"2026-04-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":8,"share":0.0792,"required":8,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-09-23","median_stated_pay_usd":144099},{"name":"Apache Kafka","layer":"cloud","postings":8,"share":0.0792,"required":6,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-09-05","median_stated_pay_usd":160205},{"name":"SQL","layer":"languages","postings":8,"share":0.0792,"required":5,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-09-21","median_stated_pay_usd":176310},{"name":"RAG","layer":"practices","postings":7,"share":0.0693,"required":7,"open_postings":4,"first_seen":"2026-07-16","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":7,"share":0.0693,"required":6,"open_postings":4,"first_seen":"2026-08-12","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":7,"share":0.0693,"required":4,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-09-05","median_stated_pay_usd":141047},{"name":"DNS","layer":"practices","postings":6,"share":0.0594,"required":6,"open_postings":4,"first_seen":"2026-06-24","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":6,"share":0.0594,"required":6,"open_postings":5,"first_seen":"2026-05-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":6,"share":0.0594,"required":6,"open_postings":3,"first_seen":"2026-04-02","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":6,"share":0.0594,"required":4,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":5,"share":0.0495,"required":5,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":5,"share":0.0495,"required":5,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":5,"share":0.0495,"required":5,"open_postings":3,"first_seen":"2026-05-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":5,"share":0.0495,"required":4,"open_postings":3,"first_seen":"2026-08-14","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":5,"share":0.0495,"required":4,"open_postings":3,"first_seen":"2026-07-14","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":5,"share":0.0495,"required":4,"open_postings":1,"first_seen":"2026-06-03","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":5,"share":0.0495,"required":4,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":4,"share":0.0396,"required":4,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":4,"share":0.0396,"required":4,"open_postings":3,"first_seen":"2026-08-05","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":4,"share":0.0396,"required":4,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":4,"share":0.0396,"required":4,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":4,"share":0.0396,"required":3,"open_postings":2,"first_seen":"2026-08-11","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":4,"share":0.0396,"required":3,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":4,"share":0.0396,"required":3,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":4,"share":0.0396,"required":3,"open_postings":0,"first_seen":"2026-07-15","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":4,"share":0.0396,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":4,"share":0.0396,"required":2,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":4,"share":0.0396,"required":2,"open_postings":0,"first_seen":"2026-03-20","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":4,"share":0.0396,"required":1,"open_postings":3,"first_seen":"2026-05-13","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":3,"share":0.0297,"required":3,"open_postings":0,"first_seen":"2026-07-15","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":3,"share":0.0297,"required":3,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":3,"share":0.0297,"required":3,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":3,"share":0.0297,"required":3,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":3,"share":0.0297,"required":3,"open_postings":3,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":3,"share":0.0297,"required":3,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":3,"share":0.0297,"required":3,"open_postings":3,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":3,"share":0.0297,"required":3,"open_postings":3,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":3,"share":0.0297,"required":3,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":3,"share":0.0297,"required":3,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":3,"share":0.0297,"required":2,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":2,"share":0.0198,"required":2,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":2,"share":0.0198,"required":2,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":2,"share":0.0198,"required":2,"open_postings":2,"first_seen":"2026-06-24","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":2,"share":0.0198,"required":2,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.0198,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":2,"share":0.0198,"required":2,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":2,"share":0.0198,"required":2,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.0198,"required":2,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":2,"share":0.0198,"required":2,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":2,"share":0.0198,"required":2,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":2,"share":0.0198,"required":2,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":2,"share":0.0198,"required":2,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":2,"share":0.0198,"required":2,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":2,"share":0.0198,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":2,"share":0.0198,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.0198,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":2,"share":0.0198,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":2,"share":0.0198,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"PagerDuty","layer":"cloud","postings":2,"share":0.0198,"required":0,"open_postings":1,"first_seen":"2026-09-13","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Perl","layer":"languages","postings":2,"share":0.0198,"required":0,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":2,"share":0.0198,"required":0,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Amazon EventBridge","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Apache Pulsar","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"AppDynamics","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Azure AKS","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Chaos Engineering","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Docker Swarm","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"FluxCD","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Gitflow","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"HBase","layer":"data","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Ignite","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Kong","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Layer 2","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Lightning Web Components","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"MongoDB","layer":"data","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Nginx","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"PoC Library","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Ruby on Rails","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"SAP BTP","layer":"cloud","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"SRE","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Visualforce","layer":"frameworks","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"cert-manager","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.0099,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"ABAP","layer":"languages","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"AWS Step Functions","layer":"cloud","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"AWX","layer":"tools","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Backstage","layer":"tools","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"LISP","layer":"languages","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Salesforce Data Cloud","layer":"data","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0099,"required":0,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":1,"share":0.0099,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Perl","first_seen":"2026-09-14"},{"name":"PagerDuty","first_seen":"2026-09-13"},{"name":"Hugging Face","first_seen":"2026-09-01"},{"name":"LLMOps","first_seen":"2026-09-01"},{"name":"MLFlow","first_seen":"2026-09-01"},{"name":"Microsoft Excel","first_seen":"2026-08-28"},{"name":"Prometheus","first_seen":"2026-08-21"},{"name":"SLI/SLO/SLA","first_seen":"2026-08-17"}],"rising":[{"name":"Python","share_from":0,"share_to":25},{"name":"Azure","share_from":0,"share_to":25},{"name":"CI/CD","share_from":0,"share_to":19},{"name":"AWS","share_from":0,"share_to":19},{"name":"GCP","share_from":0,"share_to":18},{"name":"AI Agents","share_from":0,"share_to":13},{"name":"Rest API","share_from":0,"share_to":10},{"name":"Apache Kafka","share_from":0,"share_to":10}],"falling":[{"name":"TCP/IP","share_from":63,"share_to":34},{"name":"BGP","share_from":32,"share_to":10},{"name":"MPLS","share_from":26,"share_to":9},{"name":"OSPF","share_from":21,"share_to":5},{"name":"IAM","share_from":11,"share_to":5},{"name":"VPN","share_from":11,"share_to":5}],"not_seen_180d":[]},"similar_stacks":[{"name":"Singtel","url":"https://alion.io/company/singtel/technologies","shared_technologies":126},{"name":"T-Systems Iberia","url":"https://alion.io/company/t-systems-iberia/technologies","shared_technologies":114},{"name":"Huntington Bancshares","url":"https://alion.io/company/huntington/technologies","shared_technologies":104},{"name":"Onepoint","url":"https://alion.io/company/groupeonepoint/technologies","shared_technologies":115},{"name":"NICE","url":"https://alion.io/company/nice/technologies","shared_technologies":128},{"name":"TransUnion","url":"https://alion.io/company/transunion/technologies","shared_technologies":128},{"name":"PayPal","url":"https://alion.io/company/paypal/technologies","shared_technologies":102},{"name":"SailPoint","url":"https://alion.io/company/sailpoint/technologies","shared_technologies":108}],"html_url":"https://alion.io/company/lumen-com/technologies","json_url":"https://alion.io/company/lumen-com/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T05:25:02Z","generated_at":"2026-09-27T18:53:53Z"}}