{"company":{"id":1208,"name":"Zscaler","domain":"zscaler.com","url":"https://alion.io/company/zscaler"},"answer":"Zscaler builds mostly with Python, Java, JavaScript, SQL. Its stack also includes AWS, GCP, PostgreSQL, Commander.js. AWS is named in 107 of the 499 job postings Zscaler published in the last 12 months (21%). Counted by Alion from the job postings of Zscaler, updated Sep 27, 2026.","window_days":365,"postings_analysed":499,"open_postings":323,"technologies_in_use":268,"modernity_score":80,"ai_adoption":true,"technologies":[{"name":"AWS","layer":"cloud","postings":107,"share":0.2144,"required":75,"open_postings":62,"first_seen":"2025-10-01","last_seen":"2026-09-25","median_stated_pay_usd":223125},{"name":"GCP","layer":"cloud","postings":79,"share":0.1583,"required":55,"open_postings":45,"first_seen":"2025-10-01","last_seen":"2026-09-25","median_stated_pay_usd":215625},{"name":"Azure","layer":"cloud","postings":76,"share":0.1523,"required":42,"open_postings":46,"first_seen":"2025-10-01","last_seen":"2026-09-25","median_stated_pay_usd":205000},{"name":"Python","layer":"languages","postings":74,"share":0.1483,"required":55,"open_postings":43,"first_seen":"2025-11-06","last_seen":"2026-09-22","median_stated_pay_usd":190000},{"name":"DNS","layer":"practices","postings":63,"share":0.1263,"required":47,"open_postings":45,"first_seen":"2025-11-04","last_seen":"2026-09-26","median_stated_pay_usd":186875},{"name":"DLP","layer":"cloud","postings":59,"share":0.1182,"required":44,"open_postings":36,"first_seen":"2025-11-03","last_seen":"2026-09-25","median_stated_pay_usd":235000},{"name":"Kubernetes","layer":"cloud","postings":57,"share":0.1142,"required":44,"open_postings":33,"first_seen":"2025-10-01","last_seen":"2026-09-22","median_stated_pay_usd":220000},{"name":"Linux","layer":"cloud","postings":51,"share":0.1022,"required":42,"open_postings":30,"first_seen":"2025-10-15","last_seen":"2026-09-25","median_stated_pay_usd":195000},{"name":"AI Agents","layer":"practices","postings":51,"share":0.1022,"required":34,"open_postings":25,"first_seen":"2025-11-06","last_seen":"2026-09-24","median_stated_pay_usd":221250},{"name":"TCP/IP","layer":"practices","postings":43,"share":0.0862,"required":34,"open_postings":31,"first_seen":"2025-10-15","last_seen":"2026-09-26","median_stated_pay_usd":183750},{"name":"LLM","layer":"ai","postings":42,"share":0.0842,"required":14,"open_postings":19,"first_seen":"2025-11-06","last_seen":"2026-09-17","median_stated_pay_usd":210000},{"name":"Windows","layer":"cloud","postings":40,"share":0.0802,"required":18,"open_postings":26,"first_seen":"2025-10-15","last_seen":"2026-09-22","median_stated_pay_usd":148000},{"name":"CI/CD","layer":"practices","postings":38,"share":0.0762,"required":33,"open_postings":24,"first_seen":"2025-11-06","last_seen":"2026-09-25","median_stated_pay_usd":220000},{"name":"Docker","layer":"tools","postings":30,"share":0.0601,"required":25,"open_postings":16,"first_seen":"2025-10-01","last_seen":"2026-09-22","median_stated_pay_usd":205000},{"name":"Java","layer":"languages","postings":29,"share":0.0581,"required":27,"open_postings":19,"first_seen":"2025-10-01","last_seen":"2026-09-15","median_stated_pay_usd":205000},{"name":"JavaScript","layer":"languages","postings":29,"share":0.0581,"required":22,"open_postings":11,"first_seen":"2025-11-06","last_seen":"2026-09-21","median_stated_pay_usd":185000},{"name":"VPN","layer":"practices","postings":29,"share":0.0581,"required":22,"open_postings":20,"first_seen":"2025-11-04","last_seen":"2026-09-26","median_stated_pay_usd":202500},{"name":"SQL","layer":"languages","postings":26,"share":0.0521,"required":19,"open_postings":11,"first_seen":"2025-10-01","last_seen":"2026-09-17","median_stated_pay_usd":190000},{"name":"Terraform","layer":"tools","postings":26,"share":0.0521,"required":15,"open_postings":14,"first_seen":"2025-11-11","last_seen":"2026-09-22","median_stated_pay_usd":190000},{"name":"Go","layer":"languages","postings":25,"share":0.0501,"required":18,"open_postings":14,"first_seen":"2025-11-06","last_seen":"2026-09-22","median_stated_pay_usd":190000},{"name":"RAG","layer":"practices","postings":25,"share":0.0501,"required":18,"open_postings":7,"first_seen":"2025-11-06","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":23,"share":0.0461,"required":16,"open_postings":14,"first_seen":"2025-10-15","last_seen":"2026-09-17","median_stated_pay_usd":205000},{"name":"Anomaly Detection","layer":"practices","postings":22,"share":0.0441,"required":0,"open_postings":9,"first_seen":"2026-02-06","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":21,"share":0.0421,"required":13,"open_postings":11,"first_seen":"2025-11-11","last_seen":"2026-09-22","median_stated_pay_usd":175000},{"name":"Model Context Protocol","layer":"tools","postings":20,"share":0.0401,"required":17,"open_postings":2,"first_seen":"2026-04-15","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":20,"share":0.0401,"required":3,"open_postings":14,"first_seen":"2025-11-07","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":19,"share":0.0381,"required":17,"open_postings":8,"first_seen":"2025-10-01","last_seen":"2026-09-17","median_stated_pay_usd":182500},{"name":"Machine Learning","layer":"practices","postings":19,"share":0.0381,"required":5,"open_postings":9,"first_seen":"2026-01-27","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":18,"share":0.0361,"required":16,"open_postings":8,"first_seen":"2025-10-01","last_seen":"2026-09-17","median_stated_pay_usd":175000},{"name":"Unix","layer":"cloud","postings":18,"share":0.0361,"required":16,"open_postings":12,"first_seen":"2025-10-15","last_seen":"2026-09-24","median_stated_pay_usd":175000},{"name":"Wireshark","layer":"tools","postings":18,"share":0.0361,"required":13,"open_postings":12,"first_seen":"2026-04-02","last_seen":"2026-09-22","median_stated_pay_usd":205000},{"name":"Node JS","layer":"languages","postings":16,"share":0.0321,"required":8,"open_postings":4,"first_seen":"2026-02-06","last_seen":"2026-09-09","median_stated_pay_usd":175000},{"name":"Incident Management","layer":"practices","postings":15,"share":0.0301,"required":15,"open_postings":7,"first_seen":"2026-02-06","last_seen":"2026-09-22","median_stated_pay_usd":182500},{"name":"SIEM","layer":"cloud","postings":15,"share":0.0301,"required":12,"open_postings":7,"first_seen":"2026-03-09","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":15,"share":0.0301,"required":8,"open_postings":9,"first_seen":"2025-10-01","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":15,"share":0.0301,"required":0,"open_postings":7,"first_seen":"2026-02-06","last_seen":"2026-09-17","median_stated_pay_usd":175000},{"name":"Apache Kafka","layer":"cloud","postings":14,"share":0.0281,"required":13,"open_postings":8,"first_seen":"2025-10-01","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":14,"share":0.0281,"required":13,"open_postings":8,"first_seen":"2025-10-01","last_seen":"2026-09-22","median_stated_pay_usd":190000},{"name":"Git","layer":"tools","postings":14,"share":0.0281,"required":12,"open_postings":8,"first_seen":"2025-11-11","last_seen":"2026-09-16","median_stated_pay_usd":220000},{"name":"BGP","layer":"practices","postings":14,"share":0.0281,"required":7,"open_postings":7,"first_seen":"2026-04-13","last_seen":"2026-09-09","median_stated_pay_usd":175000},{"name":"Commander.js","layer":"frameworks","postings":13,"share":0.0261,"required":13,"open_postings":3,"first_seen":"2026-02-06","last_seen":"2026-09-09","median_stated_pay_usd":175000},{"name":"Spring Boot","layer":"frameworks","postings":13,"share":0.0261,"required":13,"open_postings":7,"first_seen":"2025-11-06","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Crowdstrike","layer":"cloud","postings":12,"share":0.024,"required":9,"open_postings":4,"first_seen":"2026-01-13","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"FreeBSD","layer":"cloud","postings":12,"share":0.024,"required":9,"open_postings":9,"first_seen":"2025-11-04","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":11,"share":0.022,"required":11,"open_postings":1,"first_seen":"2026-06-28","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":11,"share":0.022,"required":10,"open_postings":6,"first_seen":"2025-11-06","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":11,"share":0.022,"required":8,"open_postings":5,"first_seen":"2025-11-06","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":11,"share":0.022,"required":2,"open_postings":6,"first_seen":"2026-03-09","last_seen":"2026-09-19","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":10,"share":0.02,"required":8,"open_postings":5,"first_seen":"2026-06-16","last_seen":"2026-09-17","median_stated_pay_usd":190000},{"name":"IAM","layer":"practices","postings":10,"share":0.02,"required":7,"open_postings":10,"first_seen":"2026-03-25","last_seen":"2026-09-25","median_stated_pay_usd":245000},{"name":"Tcpdump","layer":"tools","postings":10,"share":0.02,"required":7,"open_postings":6,"first_seen":"2026-02-10","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":10,"share":0.02,"required":5,"open_postings":6,"first_seen":"2025-11-11","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":9,"share":0.018,"required":8,"open_postings":5,"first_seen":"2026-02-10","last_seen":"2026-09-17","median_stated_pay_usd":175000},{"name":"PKI","layer":"practices","postings":9,"share":0.018,"required":8,"open_postings":8,"first_seen":"2026-01-27","last_seen":"2026-09-01","median_stated_pay_usd":245000},{"name":"PowerShell","layer":"languages","postings":9,"share":0.018,"required":2,"open_postings":5,"first_seen":"2026-01-13","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Chaos Engineering","layer":"practices","postings":9,"share":0.018,"required":0,"open_postings":5,"first_seen":"2025-10-01","last_seen":"2026-09-17","median_stated_pay_usd":190000},{"name":"Matter","layer":"tools","postings":8,"share":0.016,"required":8,"open_postings":0,"first_seen":"2026-06-28","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":8,"share":0.016,"required":8,"open_postings":3,"first_seen":"2026-02-12","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":8,"share":0.016,"required":7,"open_postings":6,"first_seen":"2026-01-27","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":8,"share":0.016,"required":6,"open_postings":6,"first_seen":"2025-11-06","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":8,"share":0.016,"required":5,"open_postings":5,"first_seen":"2026-04-29","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":8,"share":0.016,"required":4,"open_postings":6,"first_seen":"2025-11-06","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":7,"share":0.014,"required":7,"open_postings":5,"first_seen":"2026-03-25","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":7,"share":0.014,"required":7,"open_postings":3,"first_seen":"2025-10-01","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":7,"share":0.014,"required":6,"open_postings":3,"first_seen":"2026-03-25","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":7,"share":0.014,"required":5,"open_postings":5,"first_seen":"2026-04-02","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"MPLS","layer":"practices","postings":7,"share":0.014,"required":2,"open_postings":6,"first_seen":"2026-04-28","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":6,"share":0.012,"required":6,"open_postings":3,"first_seen":"2026-04-20","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":6,"share":0.012,"required":4,"open_postings":3,"first_seen":"2026-04-02","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":6,"share":0.012,"required":2,"open_postings":6,"first_seen":"2026-03-25","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":5,"share":0.01,"required":5,"open_postings":3,"first_seen":"2026-06-10","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":5,"share":0.01,"required":5,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":5,"share":0.01,"required":5,"open_postings":5,"first_seen":"2026-02-10","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"SentinelOne","layer":"cloud","postings":5,"share":0.01,"required":5,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":5,"share":0.01,"required":4,"open_postings":2,"first_seen":"2026-02-06","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":5,"share":0.01,"required":3,"open_postings":3,"first_seen":"2026-04-02","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":5,"share":0.01,"required":3,"open_postings":3,"first_seen":"2025-11-11","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":5,"share":0.01,"required":3,"open_postings":4,"first_seen":"2026-05-19","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":5,"share":0.01,"required":3,"open_postings":1,"first_seen":"2025-11-06","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"HAProxy","layer":"tools","postings":5,"share":0.01,"required":0,"open_postings":3,"first_seen":"2026-06-16","last_seen":"2026-08-26","median_stated_pay_usd":175000},{"name":"Claude","layer":"ai","postings":4,"share":0.008,"required":4,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":4,"share":0.008,"required":4,"open_postings":4,"first_seen":"2026-04-02","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":4,"share":0.008,"required":4,"open_postings":4,"first_seen":"2026-04-23","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":4,"share":0.008,"required":4,"open_postings":0,"first_seen":"2025-10-01","last_seen":"2026-06-05","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":4,"share":0.008,"required":4,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":4,"share":0.008,"required":4,"open_postings":2,"first_seen":"2026-04-20","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":4,"share":0.008,"required":3,"open_postings":3,"first_seen":"2026-03-25","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":4,"share":0.008,"required":3,"open_postings":1,"first_seen":"2026-03-09","last_seen":"2026-04-29","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":4,"share":0.008,"required":3,"open_postings":2,"first_seen":"2026-03-11","last_seen":"2026-07-05","median_stated_pay_usd":null},{"name":"Alertmanager","layer":"tools","postings":4,"share":0.008,"required":2,"open_postings":2,"first_seen":"2026-06-10","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":4,"share":0.008,"required":2,"open_postings":1,"first_seen":"2026-01-27","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":4,"share":0.008,"required":1,"open_postings":3,"first_seen":"2025-11-06","last_seen":"2026-07-05","median_stated_pay_usd":null},{"name":"eBPF","layer":"practices","postings":4,"share":0.008,"required":1,"open_postings":3,"first_seen":"2026-03-10","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Next.js","layer":"frameworks","postings":4,"share":0.008,"required":0,"open_postings":3,"first_seen":"2025-11-06","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Vite","layer":"tools","postings":4,"share":0.008,"required":0,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Webpack","layer":"tools","postings":4,"share":0.008,"required":0,"open_postings":2,"first_seen":"2026-07-02","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":3,"share":0.006,"required":3,"open_postings":1,"first_seen":"2025-10-01","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":3,"share":0.006,"required":3,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"OpenStack","layer":"tools","postings":3,"share":0.006,"required":3,"open_postings":2,"first_seen":"2026-01-27","last_seen":"2026-05-07","median_stated_pay_usd":null},{"name":"Spring Cloud","layer":"frameworks","postings":3,"share":0.006,"required":3,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":3,"share":0.006,"required":2,"open_postings":2,"first_seen":"2026-06-10","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":3,"share":0.006,"required":2,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":3,"share":0.006,"required":2,"open_postings":2,"first_seen":"2026-06-18","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":3,"share":0.006,"required":2,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":3,"share":0.006,"required":2,"open_postings":3,"first_seen":"2026-08-12","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"YARA","layer":"languages","postings":3,"share":0.006,"required":2,"open_postings":1,"first_seen":"2026-04-29","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"YARA","layer":"tools","postings":3,"share":0.006,"required":2,"open_postings":1,"first_seen":"2026-04-29","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Assembly","layer":"languages","postings":3,"share":0.006,"required":1,"open_postings":2,"first_seen":"2026-05-04","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":3,"share":0.006,"required":1,"open_postings":2,"first_seen":"2026-04-20","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":3,"share":0.006,"required":1,"open_postings":2,"first_seen":"2025-11-11","last_seen":"2026-05-07","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":3,"share":0.006,"required":1,"open_postings":1,"first_seen":"2026-05-22","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":3,"share":0.006,"required":1,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":3,"share":0.006,"required":0,"open_postings":1,"first_seen":"2026-05-22","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":3,"share":0.006,"required":0,"open_postings":1,"first_seen":"2025-11-06","last_seen":"2026-07-02","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":3,"share":0.006,"required":0,"open_postings":1,"first_seen":"2025-10-01","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":3,"share":0.006,"required":0,"open_postings":2,"first_seen":"2026-05-22","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Linkerd","layer":"cloud","postings":3,"share":0.006,"required":0,"open_postings":1,"first_seen":"2025-10-01","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":3,"share":0.006,"required":0,"open_postings":2,"first_seen":"2026-05-26","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":3,"share":0.006,"required":0,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":3,"share":0.006,"required":0,"open_postings":1,"first_seen":"2025-10-01","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":3,"share":0.006,"required":0,"open_postings":1,"first_seen":"2026-03-09","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":2,"share":0.004,"required":2,"open_postings":0,"first_seen":"2025-10-01","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.004,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-07-05","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2025-10-15","last_seen":"2026-01-27","median_stated_pay_usd":null},{"name":"KVM","layer":"tools","postings":2,"share":0.004,"required":2,"open_postings":2,"first_seen":"2026-01-27","last_seen":"2026-05-07","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-04-29","last_seen":"2026-04-29","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":0,"first_seen":"2026-05-22","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Quarkus","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":0,"first_seen":"2026-05-22","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Spring Framework","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Spring Security","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":0,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Svelte","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.004,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Tailwind CSS","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":2,"first_seen":"2026-02-12","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":0,"first_seen":"2026-05-22","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"VictoriaMetrics","layer":"tools","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":2,"share":0.004,"required":2,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":2,"share":0.004,"required":1,"open_postings":2,"first_seen":"2026-03-25","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":2,"share":0.004,"required":1,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"D3.js","layer":"frameworks","postings":2,"share":0.004,"required":1,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":2,"share":0.004,"required":1,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Google SecOps","layer":"cloud","postings":2,"share":0.004,"required":1,"open_postings":0,"first_seen":"2026-03-09","last_seen":"2026-04-07","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":2,"share":0.004,"required":1,"open_postings":1,"first_seen":"2026-07-05","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":2,"share":0.004,"required":1,"open_postings":0,"first_seen":"2026-05-12","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":2,"share":0.004,"required":1,"open_postings":1,"first_seen":"2026-06-05","last_seen":"2026-07-02","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.004,"required":1,"open_postings":1,"first_seen":"2026-03-25","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":2,"share":0.004,"required":1,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Redux","layer":"frameworks","postings":2,"share":0.004,"required":1,"open_postings":0,"first_seen":"2026-01-27","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"State Management","layer":"practices","postings":2,"share":0.004,"required":1,"open_postings":0,"first_seen":"2026-01-27","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Trino","layer":"data","postings":2,"share":0.004,"required":1,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"WinDbg","layer":"tools","postings":2,"share":0.004,"required":1,"open_postings":2,"first_seen":"2026-08-31","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"npm","layer":"tools","postings":2,"share":0.004,"required":1,"open_postings":0,"first_seen":"2025-11-11","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":2,"share":0.004,"required":0,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Arize Phoenix","layer":"cloud","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2025-11-06","last_seen":"2026-03-11","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":2,"share":0.004,"required":0,"open_postings":0,"first_seen":"2026-03-09","last_seen":"2026-06-08","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":2,"share":0.004,"required":0,"open_postings":0,"first_seen":"2026-05-26","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Material UI","layer":"frameworks","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2025-11-06","last_seen":"2026-03-11","median_stated_pay_usd":null},{"name":"Mocha","layer":"frameworks","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Perl","layer":"languages","postings":2,"share":0.004,"required":0,"open_postings":2,"first_seen":"2026-04-02","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2025-11-06","last_seen":"2026-03-11","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":2,"share":0.004,"required":0,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Rollup","layer":"tools","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Temporal","layer":"frameworks","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2026-06-18","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":2,"share":0.004,"required":0,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"esbuild","layer":"tools","postings":2,"share":0.004,"required":0,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Aura Components","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-02-10","last_seen":"2026-02-10","median_stated_pay_usd":null},{"name":"Burp Suite","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-01-13","last_seen":"2026-01-13","median_stated_pay_usd":null},{"name":"ClickHouse","layer":"data","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-07-07","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2025-11-07","last_seen":"2025-11-07","median_stated_pay_usd":null},{"name":"EU AI Act","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"Falcon","layer":"ai","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Google Cloud Spanner","layer":"data","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2025-11-07","last_seen":"2025-11-07","median_stated_pay_usd":null},{"name":"Hibernate","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-04-02","last_seen":"2026-04-02","median_stated_pay_usd":null},{"name":"ISO 42001","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-05-05","last_seen":"2026-05-05","median_stated_pay_usd":null},{"name":"KV Cache","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Karpenter","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Keystone Engine","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-05-04","last_seen":"2026-05-04","median_stated_pay_usd":null},{"name":"Lightning Web Components","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MQTT","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-06-05","last_seen":"2026-06-05","median_stated_pay_usd":null},{"name":"Memcached","layer":"data","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2025-11-07","last_seen":"2025-11-07","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"NER","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"OpenSSL","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2025-11-04","last_seen":"2025-11-04","median_stated_pay_usd":null},{"name":"Opsgenie","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"PagerDuty","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Protobuf","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2025-11-24","last_seen":"2025-11-24","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Qualys Cloud Platform","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-01-13","last_seen":"2026-01-13","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Recoil","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-01-27","last_seen":"2026-01-27","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Sketch","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-04-15","last_seen":"2026-04-15","median_stated_pay_usd":null},{"name":"Telegraf","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Terragrunt","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"TestNG","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-01-27","last_seen":"2026-01-27","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-06-05","last_seen":"2026-06-05","median_stated_pay_usd":null},{"name":"Tokenization","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Ubuntu","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"VLAN","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-05-04","last_seen":"2026-05-04","median_stated_pay_usd":null},{"name":"Valgrind","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Vault","layer":"tools","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2025-11-11","last_seen":"2025-11-11","median_stated_pay_usd":null},{"name":"Vertex AI Agent Builder","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Visualforce","layer":"frameworks","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Wiz","layer":"cloud","postings":1,"share":0.002,"required":1,"open_postings":1,"first_seen":"2026-01-13","last_seen":"2026-01-13","median_stated_pay_usd":null},{"name":"Amazon Neptune","layer":"data","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-07-02","median_stated_pay_usd":null},{"name":"Anyscale","layer":"cloud","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"C","layer":"languages","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"Dependabot","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Dependency Injection","layer":"practices","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Devin","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Druid","layer":"data","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-07-02","median_stated_pay_usd":null},{"name":"Google ADK","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2025-11-11","last_seen":"2025-11-11","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Jaeger","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"LiteLLM","layer":"frameworks","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Loki","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2025-11-11","last_seen":"2025-11-11","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.002,"required":0,"open_postings":0,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-04-29","last_seen":"2026-04-29","median_stated_pay_usd":null},{"name":"ONNX Runtime","layer":"frameworks","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Qdrant","layer":"data","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Ray Serve","layer":"frameworks","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Renovate","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-07-02","last_seen":"2026-07-02","median_stated_pay_usd":null},{"name":"Streamlit","layer":"frameworks","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-03-25","last_seen":"2026-03-25","median_stated_pay_usd":null},{"name":"TensorRT-LLM","layer":"frameworks","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"WebSockets","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-05-28","last_seen":"2026-05-28","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Windsurf","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-06-18","last_seen":"2026-06-18","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-03-25","last_seen":"2026-03-25","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.002,"required":0,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null}],"own_products":["Zscaler"],"changes":{"first_appeared":[{"name":"VictoriaMetrics","first_seen":"2026-09-17"},{"name":"Spring Security","first_seen":"2026-09-15"},{"name":"Spring Cloud","first_seen":"2026-09-10"},{"name":"Datadog","first_seen":"2026-09-09"},{"name":"TensorRT","first_seen":"2026-09-01"},{"name":"WinDbg","first_seen":"2026-08-31"},{"name":"Trino","first_seen":"2026-08-25"},{"name":"AWS Bedrock","first_seen":"2026-08-20"}],"rising":[{"name":"VPN","share_from":1,"share_to":7},{"name":"TCP/IP","share_from":5,"share_to":9}],"falling":[{"name":"AWS","share_from":36,"share_to":17},{"name":"GCP","share_from":29,"share_to":13},{"name":"Azure","share_from":27,"share_to":12},{"name":"LLM","share_from":20,"share_to":5},{"name":"Python","share_from":25,"share_to":11},{"name":"Kubernetes","share_from":18,"share_to":8},{"name":"Anomaly Detection","share_from":12,"share_to":2},{"name":"AI Agents","share_from":16,"share_to":9}],"not_seen_180d":[{"name":"Dagster","last_seen":"2026-03-11"},{"name":"Material UI","last_seen":"2026-03-11"},{"name":"Prefect","last_seen":"2026-03-11"},{"name":"JUnit","last_seen":"2026-01-27"}]},"similar_stacks":[{"name":"CrowdStrike","url":"https://alion.io/company/crowdstrike/technologies","shared_technologies":209},{"name":"F5","url":"https://alion.io/company/ffive/technologies","shared_technologies":181},{"name":"TransUnion","url":"https://alion.io/company/transunion/technologies","shared_technologies":177},{"name":"Kaseya","url":"https://alion.io/company/kaseya/technologies","shared_technologies":143},{"name":"Anaplan","url":"https://alion.io/company/anaplan/technologies","shared_technologies":150},{"name":"Saviynt","url":"https://alion.io/company/saviynt/technologies","shared_technologies":151},{"name":"Devoteam","url":"https://alion.io/company/devoteam/technologies","shared_technologies":230},{"name":"Barclays","url":"https://alion.io/company/barclays-uk/technologies","shared_technologies":208}],"html_url":"https://alion.io/company/zscaler/technologies","json_url":"https://alion.io/company/zscaler/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T00:28:31Z","generated_at":"2026-09-27T03:03:08Z"}}