{"company":{"id":2984556,"name":"Opstree","domain":"opstree.com","url":"https://alion.io/company/opstree"},"answer":"Opstree builds mostly with Python, Bash, SQL, Java. Its stack also includes Kubernetes, Grafana, PostgreSQL, Redis. Kubernetes is named in 7 of the 9 job postings Opstree published in the last 12 months (78%). Counted by Alion from the job postings of Opstree, updated Sep 28, 2026.","window_days":365,"postings_analysed":9,"open_postings":9,"technologies_in_use":88,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"CI/CD","layer":"practices","postings":9,"share":1,"required":9,"open_postings":9,"first_seen":"2026-07-31","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":7,"share":0.7778,"required":6,"open_postings":7,"first_seen":"2026-07-31","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":6,"share":0.6667,"required":6,"open_postings":6,"first_seen":"2026-08-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":6,"share":0.6667,"required":6,"open_postings":6,"first_seen":"2026-07-31","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":6,"share":0.6667,"required":6,"open_postings":6,"first_seen":"2026-07-31","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":6,"share":0.6667,"required":6,"open_postings":6,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":6,"share":0.6667,"required":3,"open_postings":6,"first_seen":"2026-08-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":5,"share":0.5556,"required":5,"open_postings":5,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":5,"share":0.5556,"required":5,"open_postings":5,"first_seen":"2026-07-31","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":5,"share":0.5556,"required":5,"open_postings":5,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":4,"share":0.4444,"required":4,"open_postings":4,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":4,"share":0.4444,"required":4,"open_postings":4,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":4,"share":0.4444,"required":3,"open_postings":4,"first_seen":"2026-07-31","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":3,"share":0.3333,"required":3,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":3,"share":0.3333,"required":3,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":3,"share":0.3333,"required":3,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":3,"share":0.3333,"required":3,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":3,"share":0.3333,"required":2,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":3,"share":0.3333,"required":2,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":3,"share":0.3333,"required":0,"open_postings":3,"first_seen":"2026-09-10","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":3,"share":0.3333,"required":0,"open_postings":3,"first_seen":"2026-09-10","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"New Relic","layer":"cloud","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":2,"share":0.2222,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-12","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.2222,"required":1,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":2,"share":0.2222,"required":1,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.2222,"required":1,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.2222,"required":1,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":2,"share":0.2222,"required":1,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.2222,"required":1,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.2222,"required":1,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Progressive Delivery","layer":"practices","postings":2,"share":0.2222,"required":1,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":2,"share":0.2222,"required":0,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Azure AKS","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Chain-of-Thought","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Kibana","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Logstash","layer":"tools","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Loki","layer":"tools","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-09-12","last_seen":"2026-09-12","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.1111,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Boto3","layer":"frameworks","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Chaos Engineering","layer":"practices","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"TorchServe","layer":"cloud","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Ubuntu","layer":"cloud","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.1111,"required":0,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Rackspace Technology","url":"https://alion.io/company/rackspace/technologies","shared_technologies":68},{"name":"DVT","url":"https://alion.io/company/dvt/technologies","shared_technologies":65},{"name":"Lumen Technologies","url":"https://alion.io/company/lumen-com/technologies","shared_technologies":67},{"name":"Kaseya","url":"https://alion.io/company/kaseya/technologies","shared_technologies":68},{"name":"Digicert","url":"https://alion.io/company/digicert/technologies","shared_technologies":60},{"name":"Miratech","url":"https://alion.io/company/miratech/technologies","shared_technologies":67},{"name":"NCS Australia","url":"https://alion.io/company/ncs/technologies","shared_technologies":62},{"name":"Saviynt","url":"https://alion.io/company/saviynt/technologies","shared_technologies":70}],"html_url":"https://alion.io/company/opstree/technologies","json_url":"https://alion.io/company/opstree/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T03:34:20Z","generated_at":"2026-09-28T06:11:10Z"}}